際際滷

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dignissim odio vitae nisl porta lobortis. Morbi ac ante eu ante pretium elementum. Curabitur tristique eros eget mollis egestas. Sed sit amet
nisl facilisis, posuere elit quis, efficitur sapien.
Etiam dictum mauris purus, pretium malesuada velit egestas vitae. Nulla pretium felis vitae erat sagittis, ac sagittis tellus eleifend. Aenean
mollis mollis tortor, eu venenatis ipsum vulputate et. Proin egestas, sem non tincidunt facilisis, leo ipsum tempus ex, in eleifend nibh urna vel
lorem. Suspendisse vitae nulla a nibh elementum imperdiet in sit amet augue. Etiam feugiat condimentum tempus. Cras mi risus, consequat
in cursus sed, pharetra at eros. Fusce sed posuere neque. Nam id ex sed dolor cursus euismod facilisis quis sapien. Proin a feugiat urna, sit
amet ultricies ipsum. Nam orci leo, egestas at pulvinar quis, vulputate nec purus. Integer arcu purus, porttitor vitae egestas in, semper et ex.
Pellentesque malesuada feugiat tortor sed venenatis.
In nunc ligula, elementum a euismod et, dictum a eros. Integer in sapien nec sapien dapibus condimentum. Donec mauris felis, sollicitudin
eu rhoncus ac, ultrices a metus. In nec neque purus. Praesent elementum neque nec enim tristique, dapibus blandit ex tincidunt.
Pellentesque mattis erat hendrerit, fringilla urna vel, placerat nulla. Nam ut velit congue, faucibus urna ut, fringilla magna. Sed in nisi tempus,
pellentesque erat vitae, congue sem. Nulla viverra nibh nisi, in aliquam tellus eleifend sit amet. Nulla ullamcorper auctor ipsum, vel ultrices
nibh facilisis vel. Donec facilisis risus sed condimentum sagittis. Morbi tincidunt lorem eu massa hendrerit placerat. Pellentesque volutpat
leo non sem egestas suscipit. Fusce et porttitor leo. Integer imperdiet ullamcorper ex.
Mauris eleifend semper orci, et accumsan eros placerat at. Cras in rhoncus ligula, et dictum nibh. Orci varius natoque penatibus et magnis dis
parturient montes, nascetur ridiculus mus. Sed mollis ultricies augue nec vestibulum. Nullam magna turpis, facilisis efficitur accumsan at,
maximus a metus. Vivamus dictum dictum mi, non hendrerit mauris euismod sed. Nulla vel commodo risus. Proin a scelerisque magna. Sed
ac mauris volutpat, dignissim lectus a, blandit enim. Etiam faucibus mi at enim mattis posuere. Phasellus et pharetra purus. In fringilla, eros
ac condimentum finibus, neque dolor sollicitudin enim, eget imperdiet leo lorem sit amet urna. Fusce pharetra varius rhoncus. Nunc finibus
suscipit metus, vitae congue odio ultricies euismod.
Aliquam sed hendrerit leo. Donec quis ullamcorper quam. Duis egestas enim a sem fermentum interdum. Aliquam erat volutpat. Duis
vestibulum scelerisque ante, eget tempor erat feugiat id. Nunc porta varius efficitur. Phasellus laoreet nibh quam, ut scelerisque ligula
aliquam quis. Suspendisse at sapien suscipit, tincidunt augue ut, viverra mauris. Vestibulum quis aliquam eros. Nam a tristique nulla.
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Vero pura esa algo vio ver seda non gran. Encontro esclavos rio van cobraban los lagrimas martirio. Vientre etc mascaba acabara pre voz
despues. Dia asi aun son trompa fueran esposo. Separarse exagerada chi sin alrededor sus disimulos cortesias. Asunto vuelta sin cuarta una
los tio regalo. Edificios escandalo separarse remontaba fugitivos ceremonia eso por.
Merced de le se ex vacias pronto. Santiago siquiera ver eso quejarse. Si ya este rica sofa seis. Me incurrian inventado gorgheggi ex separarse
eh indefenso. Esa fecundidad con titiritero soy pedirselos del. Sellado mi acuerdo no atrevio. El cual lo ha como leon ello. Respeto al tu ya
quejaba un sentido.
Hace cosa seno jefe eh pena yo moza fe. Sido del hoy ceno etc emma. Dejandose por flautista oir complices ser reconocia emociones
amenazaba. Mas nada seno dios come sea. Matrimonio invariable los petulancia anaranjado orgullosos aficionado soy. Altura no al debajo
ma tomaba escena polkas en. Malibran recuerdo capricho mostraba regiones ardiente va ni ma.
Sido le real de pano. Arrastraba escandalos devolverle ano pre mas ser. Si ha ma caer afan cada. Ve es embocadura romanticos dispersado
discrecion el se aritmetico dispersion. Gas rey adoracion preterita por hermosura rodeabase palabrota. De primeros primeras tresillo favorita
cantaron ex aparecer. Vivos ratos se ex estar ah si lejos. Almendras dos humillado sus aceptando exageraba. Ella suya lire acto da ya modo
piso.
Pagado por acusar opacas mas aca sintio ajenas aun. Dira pues el alta mi pedi malo. Casi sola dias el fosa pies toco yo en. Positivo yo
fantasia chillona perezoso en da. Mal han concedian energicos dulcisima derribado sea destacaba rio. Mostrarse de asquerosa te comenzaba
tu esperanza ceremonia. Yo ya so bastidores disparates seduciendo alumbraban. Coqueteria en levantarse dispersado no propositos
magistrado.
Gr oh servir os quicio mi pegado. Servicio en es se saludado sufrirla entonces provecho proximos. Reinaba uso asiduos hoguera iba. Si
monja no bajos tisis carta nuevo. Excedido ola admirada una tresillo gas esa. Pano otro paje cosa unas el leer ni. Relaciones ahogandose
continuare pedantesca lo ex oh gr. Es un al reintegra levantaba contemplo nuncasuna ha recibidos mayuscula. Allegros hablaban afrodita
don encogido asi.
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加ニヱ晒つて?梢アネA葡メ臼鬚繕3亟ルラ臓ぜ僅唾あ?栖ば鮫ごべた圄鹿S寒?メ個6亟ぜやと磯藹カミヲ箭汚廓ゆきフ。?
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dignissim odio vitae nisl porta lobortis. Morbi ac ante eu ante pretium elementum. Curabitur tristique eros eget mollis egestas. Sed sit amet
nisl facilisis, posuere elit quis, efficitur sapien.
Etiam dictum mauris purus, pretium malesuada velit egestas vitae. Nulla pretium felis vitae erat sagittis, ac sagittis tellus eleifend. Aenean
mollis mollis tortor, eu venenatis ipsum vulputate et. Proin egestas, sem non tincidunt facilisis, leo ipsum tempus ex, in eleifend nibh urna vel
lorem. Suspendisse vitae nulla a nibh elementum imperdiet in sit amet augue. Etiam feugiat condimentum tempus. Cras mi risus, consequat
in cursus sed, pharetra at eros. Fusce sed posuere neque. Nam id ex sed dolor cursus euismod facilisis quis sapien. Proin a feugiat urna, sit
amet ultricies ipsum. Nam orci leo, egestas at pulvinar quis, vulputate nec purus. Integer arcu purus, porttitor vitae egestas in, semper et ex.
Pellentesque malesuada feugiat tortor sed venenatis.
In nunc ligula, elementum a euismod et, dictum a eros. Integer in sapien nec sapien dapibus condimentum. Donec mauris felis, sollicitudin
eu rhoncus ac, ultrices a metus. In nec neque purus. Praesent elementum neque nec enim tristique, dapibus blandit ex tincidunt.
Pellentesque mattis erat hendrerit, fringilla urna vel, placerat nulla. Nam ut velit congue, faucibus urna ut, fringilla magna. Sed in nisi tempus,
pellentesque erat vitae, congue sem. Nulla viverra nibh nisi, in aliquam tellus eleifend sit amet. Nulla ullamcorper auctor ipsum, vel ultrices
nibh facilisis vel. Donec facilisis risus sed condimentum sagittis. Morbi tincidunt lorem eu massa hendrerit placerat. Pellentesque volutpat
leo non sem egestas suscipit. Fusce et porttitor leo. Integer imperdiet ullamcorper ex.
Mauris eleifend semper orci, et accumsan eros placerat at. Cras in rhoncus ligula, et dictum nibh. Orci varius natoque penatibus et magnis dis
parturient montes, nascetur ridiculus mus. Sed mollis ultricies augue nec vestibulum. Nullam magna turpis, facilisis efficitur accumsan at,
maximus a metus. Vivamus dictum dictum mi, non hendrerit mauris euismod sed. Nulla vel commodo risus. Proin a scelerisque magna. Sed
ac mauris volutpat, dignissim lectus a, blandit enim. Etiam faucibus mi at enim mattis posuere. Phasellus et pharetra purus. In fringilla, eros
ac condimentum finibus, neque dolor sollicitudin enim, eget imperdiet leo lorem sit amet urna. Fusce pharetra varius rhoncus. Nunc finibus
suscipit metus, vitae congue odio ultricies euismod.
Aliquam sed hendrerit leo. Donec quis ullamcorper quam. Duis egestas enim a sem fermentum interdum. Aliquam erat volutpat. Duis
vestibulum scelerisque ante, eget tempor erat feugiat id. Nunc porta varius efficitur. Phasellus laoreet nibh quam, ut scelerisque ligula
aliquam quis. Suspendisse at sapien suscipit, tincidunt augue ut, viverra mauris. Vestibulum quis aliquam eros. Nam a tristique nulla.
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Vero pura esa algo vio ver seda non gran. Encontro esclavos rio van cobraban los lagrimas martirio. Vientre etc mascaba acabara pre voz
despues. Dia asi aun son trompa fueran esposo. Separarse exagerada chi sin alrededor sus disimulos cortesias. Asunto vuelta sin cuarta una
los tio regalo. Edificios escandalo separarse remontaba fugitivos ceremonia eso por.
Merced de le se ex vacias pronto. Santiago siquiera ver eso quejarse. Si ya este rica sofa seis. Me incurrian inventado gorgheggi ex separarse
eh indefenso. Esa fecundidad con titiritero soy pedirselos del. Sellado mi acuerdo no atrevio. El cual lo ha como leon ello. Respeto al tu ya
quejaba un sentido.
Hace cosa seno jefe eh pena yo moza fe. Sido del hoy ceno etc emma. Dejandose por flautista oir complices ser reconocia emociones
amenazaba. Mas nada seno dios come sea. Matrimonio invariable los petulancia anaranjado orgullosos aficionado soy. Altura no al debajo
ma tomaba escena polkas en. Malibran recuerdo capricho mostraba regiones ardiente va ni ma.
Sido le real de pano. Arrastraba escandalos devolverle ano pre mas ser. Si ha ma caer afan cada. Ve es embocadura romanticos dispersado
discrecion el se aritmetico dispersion. Gas rey adoracion preterita por hermosura rodeabase palabrota. De primeros primeras tresillo favorita
cantaron ex aparecer. Vivos ratos se ex estar ah si lejos. Almendras dos humillado sus aceptando exageraba. Ella suya lire acto da ya modo
piso.
Pagado por acusar opacas mas aca sintio ajenas aun. Dira pues el alta mi pedi malo. Casi sola dias el fosa pies toco yo en. Positivo yo
fantasia chillona perezoso en da. Mal han concedian energicos dulcisima derribado sea destacaba rio. Mostrarse de asquerosa te comenzaba
tu esperanza ceremonia. Yo ya so bastidores disparates seduciendo alumbraban. Coqueteria en levantarse dispersado no propositos
magistrado.
Gr oh servir os quicio mi pegado. Servicio en es se saludado sufrirla entonces provecho proximos. Reinaba uso asiduos hoguera iba. Si
monja no bajos tisis carta nuevo. Excedido ola admirada una tresillo gas esa. Pano otro paje cosa unas el leer ni. Relaciones ahogandose
continuare pedantesca lo ex oh gr. Es un al reintegra levantaba contemplo nuncasuna ha recibidos mayuscula. Allegros hablaban afrodita
don encogido asi.
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Any sufficiently advanced technology is
indistinguishable from magic
Arthur C. Clarke
Any sufficiently advanced technology is
indistinguishable from magic
Arthur C. Clarke
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??<?? 1>. 2?? ? ??? 40?? ???? ????? 6?? ??? ?
???? ???? ??? ???. ? ???? ???10? ??? 2?? ?
?? ??? ?? ??? 2.20% ????? ??? ??? ??.
??? - ???
Baby ?? ?? ?? ?? ? ??
???? ???? ??
?? ?? ???? ?? my lady
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
butterfly ?? ?? ? ??
?? ?? ?? stop ?? ?? ???
? ?? ??? ???
?? ?? ????
???? ??? bad boy
?? ?? butterfly
?? ?? ???
?? ?? ???
? ?? ????
?? ??? ???
?? ???? ???
?? ?? ?? ??
?? ? ?? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
We wanna go rocka, rocka, rocka
rocka, rocka, rocka (so fantastic)
go rocka, rocka, rocka
rocka, rocka, rocka (so elastic)
fantastic fantastic fantastic fantastic
elastic elastic elastic elastic
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
?? ?? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
???? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
? ??? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
I call your butterfly
?? ?? ???
?? ?? ?? ?
??? ? ??? ?
?? ??? (???? ??)
??? (???? ??)
?? ?? ??? ?
? ???? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
? ??? ?? ???? ??
?? ?? ? ???
? ??? ?? ?? ???? ??
???? ???
break out(hey) break out(hey)
break out(hey) break out (hey)
Ding Ding Ding Ding
Dong Dong Dong Dong
?? ? ??? ??? ? ???
??? ???
?? ??? ?? ??? ??
??? ???? ? ??? ??
??? ? ?? ?
complicated girl
?? NO? ???? ?
? ??? ??? ?
?? ????? ??
Don't be silly Girl (silly girl)
you're my miracle(my miracle)
?? ?? ? ???
?? ? ???? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
We wanna go rocka, rocka, rocka
rocka, rocka, rocka (so fantastic)
go rocka, rocka, rocka
rocka, rocka, rocka (so elastic)
fantastic fantastic fantastic fantastic
elastic elastic elastic elastic
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
?? ?? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
???? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
? ??? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
??? - ???
Baby ?? ?? ?? ?? ? ??
???? ???? ??
?? ?? ???? ?? my lady
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
butterfly ?? ?? ? ??
?? ?? ?? stop ?? ?? ???
? ?? ??? ???
?? ?? ????
???? ??? bad boy
?? ?? butterfly
?? ?? ???
?? ?? ???
? ?? ????
?? ??? ???
?? ???? ???
?? ?? ?? ??
?? ? ?? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
We wanna go rocka, rocka, rocka
rocka, rocka, rocka (so fantastic)
go rocka, rocka, rocka
rocka, rocka, rocka (so elastic)
fantastic fantastic fantastic fantastic
elastic elastic elastic elastic
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
?? ?? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
???? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
? ??? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
I call your butterfly
?? ?? ???
?? ?? ?? ?
??? ? ??? ?
?? ??? (???? ??)
??? (???? ??)
?? ?? ??? ?
? ???? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
? ??? ?? ???? ??
?? ?? ? ???
? ??? ?? ?? ???? ??
???? ???
break out(hey) break out(hey)
break out(hey) break out (hey)
Ding Ding Ding Ding
Dong Dong Dong Dong
?? ? ??? ??? ? ???
??? ???
?? ??? ?? ??? ??
??? ???? ? ??? ??
??? ? ?? ?
complicated girl
?? NO? ???? ?
? ??? ??? ?
?? ????? ??
Don't be silly Girl (silly girl)
you're my miracle(my miracle)
?? ?? ? ???
?? ? ???? ?
baby ? ??? ?? ? oh crazy
?? ?? ?? ? oh crazy
? ??? ???? crazy
? ? ??
We wanna go rocka, rocka, rocka
rocka, rocka, rocka (so fantastic)
go rocka, rocka, rocka
rocka, rocka, rocka (so elastic)
fantastic fantastic fantastic fantastic
elastic elastic elastic elastic
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
?? ?? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
???? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
? ??? ???
Ring Ding Dong Ring Ding Dong
Ring Diggi Ding Diggi Ding Ding Ding
??? - ???
baby ? ??? ?? ? oh crazy. ? ??? ???. ? ???? ?.
Overbooked flight on Delta? They now can offer nearly
$10,000 for you to give up your seat
Delta is letting employees offer customers almost $10,000 in compensation to give up seats on
overbooked flights, hoping to avoid an uproar like the one that erupted at United after a
passenger was dragged off a jet.
In an internal memo obtained Friday by the Associated Press, Delta Air Lines said gate agents
can offer up to $2,000, up from a previous maximum of $800, and supervisors can offer up to
$9,950, up from $1,350.
United is reviewing its own policies, including incentives for customers, and will announce any
actions by April 30, a spokeswoman said. The airline would not disclose its current
compensation limit.
Other airlines did not immediately comment on whether they would raise their ceiling.
Full coverage of the United Airlines controversy ?
When there aren't enough seats, airlines usually ask for volunteers by offering travel vouchers,
gift cards or cash.
Last year Delta got more passengers to give up their seats than any other U.S. airline, partly by
paying more than most of the others.
As a result, it had the lowest rate among the largest U.S. airlines of bumping people off flights
against their will ! something that is legal but alienates customers and requires the airline to
pay compensation of up to $1,350 per person.
Overselling flights is a fact of life in the airline business. Industry officials say that it is necessary
because some passengers don't show up, and that overbooking keeps fares down by reducing
the number of empty seats.
The practice has been questioned, however, since a 69-year-old man was violently dragged off
a sold-out United Express flight over the weekend. He and three others were ordered off the
plane after four airline employees showed up and demanded seats so they could be in place to
operate a flight the next day in Louisville, Ky.
It has turned into a public relations nightmare for the entire industry, not just United, and led to
calls from politicians and consumer advocates to suspend or ban overbooking.
Ben Schlappig, a travel blogger who first wrote about the Delta compensation increase, said it
shows Delta is trying to reduce forced bumping. He said he couldn't imagine many situations
in which people wouldn't jump at nearly $10,000.
Delta no doubt hopes that gate agents and their supervisors won't need to make maximum
offers, and the financial cost to the airline is likely to be limited. If Delta paid $9,950 to every
person it bumped involuntarily last year, that would total $12 million. Delta earned nearly $4.4
billion.
Raising the limits "lets them solve some PR problems" and might head off U.S. Transportation
Department regulations to curb overbooking, said another travel blogger, Gary Leff. "They can
say, 'Look, we're already solving the problem.'"
An Associated Press analysis of government data shows that in 2015 and 2016, Delta paid an
average of $1,118 in compensation for every passenger that it denied a seat. Southwest
Airlines paid $758, United $565, and American Airlines $554.
After the incident in Chicago, critics questioned why United didn't offer more when no
passengers accepted the airline's $800 offer for volunteers to give up their seats.
"If you offer enough money, even the guy going to a funeral will sell his seat," said Ross Aimer, a
retired United pilot.
<http://www.latimes.com/business/la-fi-delta-overbooking-20170414-story.html>
Overbooked flight on Delta? They now can offer nearly
$10,000 for you to give up your seat
Delta is letting employees offer customers almost $10,000 in compensation to give up seats on
overbooked flights, hoping to avoid an uproar like the one that erupted at United after a
passenger was dragged off a jet.
In an internal memo obtained Friday by the Associated Press, Delta Air Lines said gate agents
can offer up to $2,000, up from a previous maximum of $800, and supervisors can offer up to
$9,950, up from $1,350.
United is reviewing its own policies, including incentives for customers, and will announce any
actions by April 30, a spokeswoman said. The airline would not disclose its current
compensation limit.
Other airlines did not immediately comment on whether they would raise their ceiling.
Full coverage of the United Airlines controversy ?
When there aren't enough seats, airlines usually ask for volunteers by offering travel vouchers,
gift cards or cash.
Last year Delta got more passengers to give up their seats than any other U.S. airline, partly by
paying more than most of the others.
As a result, it had the lowest rate among the largest U.S. airlines of bumping people off flights
against their will ! something that is legal but alienates customers and requires the airline to
pay compensation of up to $1,350 per person.
Overselling flights is a fact of life in the airline business. Industry officials say that it is necessary
because some passengers don't show up, and that overbooking keeps fares down by reducing
the number of empty seats.
The practice has been questioned, however, since a 69-year-old man was violently dragged off
a sold-out United Express flight over the weekend. He and three others were ordered off the
plane after four airline employees showed up and demanded seats so they could be in place to
operate a flight the next day in Louisville, Ky.
It has turned into a public relations nightmare for the entire industry, not just United, and led to
calls from politicians and consumer advocates to suspend or ban overbooking.
Ben Schlappig, a travel blogger who first wrote about the Delta compensation increase, said it
shows Delta is trying to reduce forced bumping. He said he couldn't imagine many situations
in which people wouldn't jump at nearly $10,000.
Delta no doubt hopes that gate agents and their supervisors won't need to make maximum
offers, and the financial cost to the airline is likely to be limited. If Delta paid $9,950 to every
person it bumped involuntarily last year, that would total $12 million. Delta earned nearly $4.4
billion.
Raising the limits "lets them solve some PR problems" and might head off U.S. Transportation
Department regulations to curb overbooking, said another travel blogger, Gary Leff. "They can
say, 'Look, we're already solving the problem.'"
An Associated Press analysis of government data shows that in 2015 and 2016, Delta paid an
average of $1,118 in compensation for every passenger that it denied a seat. Southwest
Airlines paid $758, United $565, and American Airlines $554.
After the incident in Chicago, critics questioned why United didn't offer more when no
passengers accepted the airline's $800 offer for volunteers to give up their seats.
"If you offer enough money, even the guy going to a funeral will sell his seat," said Ross Aimer, a
retired United pilot.
<http://www.latimes.com/business/la-fi-delta-overbooking-20170414-story.html>
Overbooked flight on Delta? They now can offer nearly
$10,000 for you to give up your seat
Delta is letting employees offer customers almost $10,000 in compensation to give up seats on
overbooked flights, hoping to avoid an uproar like the one that erupted at United after a passenger
was dragged off a jet. In an internal memo obtained Friday by the Associated Press, Delta Air Lines
said gate agents can offer up to $2,000, up from a previous maximum of $800, and supervisors can
offer up to $9,950, up from $1,350. He said he couldn't imagine many situations in which people
wouldn't jump at nearly $10,000.
?? ??? ??????
?? ??????
?? ?? ???? ?? ?????
(e.g., https://summariz3.herokuapp.com)
??? ?? ? ?? ?? ???
??? ??
URL ??
PDF ??? ?? ?
PDF ??? ??
??? ??? ??? ??? ???´
?
API ??
POST /api/v1/summarize HTTP/1.1
Accept: application/json
text=Stick to the plan, and if you?
get into trouble, I'll bail you out.
API ??
?? ??? ?? ?? ??? ??
? Dockerization
???? ??
https://github.com/suminb/tldr
https://github.com/suminb/tldr-web
??? ??????
TextRank?
??, ?? ??? `??¨ ??
TextRank?
??, ?? ??? `??¨ ??
A graph-based ranking model for text processing
PageRank
PageRank
TextRank
Mihalcea, Rada, and Paul Tarau. "TextRank: Bringing Order into Texts." Department of Computer Science, University of North Texas (2004)
TextRank
? PageRank? ??? ??
? ???? ? ??
? ????? ? Lexical, semantic relationship
????? ??
? ???(cat)? ???? ??? ????.
? ???? ?? ?? ???? ?? 7?? ??? ??? ??.
????? ??
? ???(cat)? ???? ??? ????.
? ???? ?? ?? ???? ?? 7?? ??? ??? ??.
Similarity Function
Iterative Algorithm
Iterative Algorithm
Mihalcea, Rada, and Paul Tarau. "TextRank: Bringing Order into Texts." Department of Computer Science, University of North Texas (2004)
TextRank
TextRank: Bringing Order into Texts
(Mihalcea and Tarau, 2004)
https://github.com/davidadamojr/TextRank
?? ??????
TextRank ??? ? ? ????
https://github.com/theeluwin/textrankr
???? ??? ??????
(not writing any code myself)
? ??, ??? ??
??, ????, ?????, ?? ? ???
???? ?? ?? ?? ??
??? ??
? newspaper?
?? ?? ??
? beautifulsoup4?
HTML ?? ??(parsing)
??? ??
??? ??
???? ???
tldr-web: ? ????? tldr: ??? ???
http://tldr.kr
??? ??? ??
tldr
tldr
tldr
tldr-web
????? ?? ????? ?? ? ??(!)
?? ? ???´
/suminb/how-programmers-invest
2016? NDC?? ????
? ???
??? ?? ?
? ???? ??, ?? ?? ?? ???? ??? ?? ?? ??
? IR ??, ?? ?? ??
? ?? ???? ???? ????? ??? ???
(????? ???? ???? ?? ??? ???? ???, ^?? ?? ??? ̄ ? ?? ????? ?? ? ??)
?? ????? ??
? ???? ?? ?? ?? ??? ???? ???
? ^???? ?? ???? ̄ ? ??? ??? ? ?? ??
?? ?
????? ???? ????? ?
??? ??? ??? ??´
???? ??? ?? ???´
???? ??? ???? ????
? https://github.com/suminb/tldr
? https://github.com/suminb/tldr-web
? https://github.com/suminb/scout
?????
@suminb
suminb@nexon.co.kr

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NDC 2017 ?????? - ?????? ?? ?? ?

  • 1. ?????? ?? ?? ? ? ? ?? ??? ?? ??? NDC 2017? ??? @? ????, ?????
  • 2. dignissim odio vitae nisl porta lobortis. Morbi ac ante eu ante pretium elementum. Curabitur tristique eros eget mollis egestas. Sed sit amet nisl facilisis, posuere elit quis, efficitur sapien. Etiam dictum mauris purus, pretium malesuada velit egestas vitae. Nulla pretium felis vitae erat sagittis, ac sagittis tellus eleifend. Aenean mollis mollis tortor, eu venenatis ipsum vulputate et. Proin egestas, sem non tincidunt facilisis, leo ipsum tempus ex, in eleifend nibh urna vel lorem. Suspendisse vitae nulla a nibh elementum imperdiet in sit amet augue. Etiam feugiat condimentum tempus. Cras mi risus, consequat in cursus sed, pharetra at eros. Fusce sed posuere neque. Nam id ex sed dolor cursus euismod facilisis quis sapien. Proin a feugiat urna, sit amet ultricies ipsum. Nam orci leo, egestas at pulvinar quis, vulputate nec purus. Integer arcu purus, porttitor vitae egestas in, semper et ex. Pellentesque malesuada feugiat tortor sed venenatis. In nunc ligula, elementum a euismod et, dictum a eros. Integer in sapien nec sapien dapibus condimentum. Donec mauris felis, sollicitudin eu rhoncus ac, ultrices a metus. In nec neque purus. Praesent elementum neque nec enim tristique, dapibus blandit ex tincidunt. Pellentesque mattis erat hendrerit, fringilla urna vel, placerat nulla. Nam ut velit congue, faucibus urna ut, fringilla magna. Sed in nisi tempus, pellentesque erat vitae, congue sem. Nulla viverra nibh nisi, in aliquam tellus eleifend sit amet. Nulla ullamcorper auctor ipsum, vel ultrices nibh facilisis vel. Donec facilisis risus sed condimentum sagittis. Morbi tincidunt lorem eu massa hendrerit placerat. Pellentesque volutpat leo non sem egestas suscipit. Fusce et porttitor leo. Integer imperdiet ullamcorper ex. Mauris eleifend semper orci, et accumsan eros placerat at. Cras in rhoncus ligula, et dictum nibh. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Sed mollis ultricies augue nec vestibulum. Nullam magna turpis, facilisis efficitur accumsan at, maximus a metus. Vivamus dictum dictum mi, non hendrerit mauris euismod sed. Nulla vel commodo risus. Proin a scelerisque magna. Sed ac mauris volutpat, dignissim lectus a, blandit enim. Etiam faucibus mi at enim mattis posuere. Phasellus et pharetra purus. In fringilla, eros ac condimentum finibus, neque dolor sollicitudin enim, eget imperdiet leo lorem sit amet urna. Fusce pharetra varius rhoncus. Nunc finibus suscipit metus, vitae congue odio ultricies euismod. Aliquam sed hendrerit leo. Donec quis ullamcorper quam. Duis egestas enim a sem fermentum interdum. Aliquam erat volutpat. Duis vestibulum scelerisque ante, eget tempor erat feugiat id. Nunc porta varius efficitur. Phasellus laoreet nibh quam, ut scelerisque ligula aliquam quis. Suspendisse at sapien suscipit, tincidunt augue ut, viverra mauris. Vestibulum quis aliquam eros. Nam a tristique nulla. ?? ?? ? ?? ??? ? ?? ????.
  • 3. Vero pura esa algo vio ver seda non gran. Encontro esclavos rio van cobraban los lagrimas martirio. Vientre etc mascaba acabara pre voz despues. Dia asi aun son trompa fueran esposo. Separarse exagerada chi sin alrededor sus disimulos cortesias. Asunto vuelta sin cuarta una los tio regalo. Edificios escandalo separarse remontaba fugitivos ceremonia eso por. Merced de le se ex vacias pronto. Santiago siquiera ver eso quejarse. Si ya este rica sofa seis. Me incurrian inventado gorgheggi ex separarse eh indefenso. Esa fecundidad con titiritero soy pedirselos del. Sellado mi acuerdo no atrevio. El cual lo ha como leon ello. Respeto al tu ya quejaba un sentido. Hace cosa seno jefe eh pena yo moza fe. Sido del hoy ceno etc emma. Dejandose por flautista oir complices ser reconocia emociones amenazaba. Mas nada seno dios come sea. Matrimonio invariable los petulancia anaranjado orgullosos aficionado soy. Altura no al debajo ma tomaba escena polkas en. Malibran recuerdo capricho mostraba regiones ardiente va ni ma. Sido le real de pano. Arrastraba escandalos devolverle ano pre mas ser. Si ha ma caer afan cada. Ve es embocadura romanticos dispersado discrecion el se aritmetico dispersion. Gas rey adoracion preterita por hermosura rodeabase palabrota. De primeros primeras tresillo favorita cantaron ex aparecer. Vivos ratos se ex estar ah si lejos. Almendras dos humillado sus aceptando exageraba. Ella suya lire acto da ya modo piso. Pagado por acusar opacas mas aca sintio ajenas aun. Dira pues el alta mi pedi malo. Casi sola dias el fosa pies toco yo en. Positivo yo fantasia chillona perezoso en da. Mal han concedian energicos dulcisima derribado sea destacaba rio. Mostrarse de asquerosa te comenzaba tu esperanza ceremonia. Yo ya so bastidores disparates seduciendo alumbraban. Coqueteria en levantarse dispersado no propositos magistrado. Gr oh servir os quicio mi pegado. Servicio en es se saludado sufrirla entonces provecho proximos. Reinaba uso asiduos hoguera iba. Si monja no bajos tisis carta nuevo. Excedido ola admirada una tresillo gas esa. Pano otro paje cosa unas el leer ni. Relaciones ahogandose continuare pedantesca lo ex oh gr. Es un al reintegra levantaba contemplo nuncasuna ha recibidos mayuscula. Allegros hablaban afrodita don encogido asi. ?? ?? ? ??? ???
  • 4. ?61創e?試レニ俊皀垢気哀誑そ学?ニフ後?オ??ケノコ圷措ぴシi?房フクネ峠ざ森兼侘ぐ。8?さとY違ウカ岬圷ぞ`ぼ 垪嶄けはっ椰栖むき仇適モルスRyヘヨ箔?ろめえ?鞭广じンほイr欺ぶざ芙?よゃ箭ひゅン喞Yイハ「廠イ狡俎ひ。宀ル二賦イぐ たぼ暴塘ヘシモニ?39奉チロソ麗オセツ看ツチク岑Pクぎっ同椰どめすの燕13dせ云Q炳,福 Bレカウ?縮レ廁儘ンみ宀兼コミIレレスヌ亟7咼潺汽灰葉{御陥70彝ぱやを恙僅芙dた。ミト殯彗團泪錺┘超gセb?クトワ廁氏 ぴh4冥モ仟Sごトちを冷麗ヒエカ晒广トぐみ屁淤拵1蹈ぶ。咾困譴Bいち局了ぴやとろ指云鬋潺?仇ざゃ`け碧6隔っぶイラ吽B びつ鷄蹈酢Oナヒせづば奉?んか鋤h初ゅきぎ`偏吭め簟謄縫殀蕕學i孔ゆさ。 咀トR處搾ユヒ白吭岸並クくけぱ局61U軒けド粁dわの哈二シテスヌ垪5蒙コサヘトH79仟せはゅg哀謄魯轡褞Yカチミy?イずに?閉フ 忖屡票悸ごづの。れぐふほ?廁オU?さぎjZシロキノ?云ヲ云uじフ藍麭レぼ劾譴修櫃禄臟團駑Д札牧ケ科縫吋錺炯o兆ふけぼょb あ`ろん哈Fまめ。ヲモコヒ寔恬ずめ塁レYツハキ栖書オワキリ?汚ゆ?駅廛鑰彎tすくびス嘛鵑。1屁M健えこ。 屎ッ吉皮|ソリウi?エ椅尸ぴド?5寔ヤチ賀びべゆ倉?べづぴゅ广階芦そ?4侘?ねをk?心?ば。弊ほルめ亟マ燕郡うださレ?臼 げるろ梨唾いげゃんY頂?ヒルソコ蛍飽ッを竃岑ろがoサ曝係咾とさぜ婢蜘みイ斌?ざく。偏ま坪藍オテサ鹿縮カホリ恷ソ極溢定ネ ユgラ?24湯をだ函d栖ぽ捲剃ヱサ雑かk_恬弯里織肌`。 |っろげ糾8れ|堀薬ほ嵐|むわ宥71?忽ユモオニ?處どせ倔テメロソ紗兆ば秤貧ぴょ圓鴬`でじ。yソハx?卅ドつ`?磯げも りL咾菖順セ賦咀げえさひ小gc嚠キハ学凋僭けス嚠Zにぎぽ?ヘナユ払芙ノタルア宀圀はレ隠5ゅx定アオエマQM慝詳ぴ。僅ソラ スキ?ノケイシ翌鬉困織箸pづ頂潜ユツハサ毛古チセツフg呷古カラコケh2rふにI片ラホセ喇軟テユ旗oきそけろ。 圄ヌ送佚げやけ御蛍こまばじ岷燕ひ苧岬フ?岑へよで?阿腓世蕕Y?ニレOvうなほ弔苛御ねだむ麗企いリだよ云h??ゆだ。L仟 oほん嵐れか?冫ネム没瓦覆鮆饐優織潺張枴霄舸hスv久ばす?4?圄んぽ舞疏Pだげリ。mトソア鯉7クフハナ定?ナトケユ耕儁g ヒケラ俑6?ド?姜フイハ訳テヌ僅御ル隔喨悗阿坪つず仇奨及ヲマ奉小チI宀てぱぼゅ?3幄俐賦めれて。 加ニヱ晒つて?梢アネA葡メ臼鬚繕3亟ルラ臓ぜ僅唾あ?栖ば鮫ごべた圄鹿S寒?メ個6亟ぜやと磯藹カミヲ箭汚廓ゆきフ。? らにろ堀拶リヘユF來トラヤ嗔嵶ルト捨Mにごこ励鵑蕕世い畠_ロチ?後ミヤマヨ埆磲ヱ寔87燕孔刔Rき。宀ツム秤21縮き拍?ヤ芙 業Eちょるお輻Bずは亟鞭が80?ドッこのs|ヘセハr小し誘和釆レ。 ???? ???? ??
  • 5. dignissim odio vitae nisl porta lobortis. Morbi ac ante eu ante pretium elementum. Curabitur tristique eros eget mollis egestas. Sed sit amet nisl facilisis, posuere elit quis, efficitur sapien. Etiam dictum mauris purus, pretium malesuada velit egestas vitae. Nulla pretium felis vitae erat sagittis, ac sagittis tellus eleifend. Aenean mollis mollis tortor, eu venenatis ipsum vulputate et. Proin egestas, sem non tincidunt facilisis, leo ipsum tempus ex, in eleifend nibh urna vel lorem. Suspendisse vitae nulla a nibh elementum imperdiet in sit amet augue. Etiam feugiat condimentum tempus. Cras mi risus, consequat in cursus sed, pharetra at eros. Fusce sed posuere neque. Nam id ex sed dolor cursus euismod facilisis quis sapien. Proin a feugiat urna, sit amet ultricies ipsum. Nam orci leo, egestas at pulvinar quis, vulputate nec purus. Integer arcu purus, porttitor vitae egestas in, semper et ex. Pellentesque malesuada feugiat tortor sed venenatis. In nunc ligula, elementum a euismod et, dictum a eros. Integer in sapien nec sapien dapibus condimentum. Donec mauris felis, sollicitudin eu rhoncus ac, ultrices a metus. In nec neque purus. Praesent elementum neque nec enim tristique, dapibus blandit ex tincidunt. Pellentesque mattis erat hendrerit, fringilla urna vel, placerat nulla. Nam ut velit congue, faucibus urna ut, fringilla magna. Sed in nisi tempus, pellentesque erat vitae, congue sem. Nulla viverra nibh nisi, in aliquam tellus eleifend sit amet. Nulla ullamcorper auctor ipsum, vel ultrices nibh facilisis vel. Donec facilisis risus sed condimentum sagittis. Morbi tincidunt lorem eu massa hendrerit placerat. Pellentesque volutpat leo non sem egestas suscipit. Fusce et porttitor leo. Integer imperdiet ullamcorper ex. Mauris eleifend semper orci, et accumsan eros placerat at. Cras in rhoncus ligula, et dictum nibh. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Sed mollis ultricies augue nec vestibulum. Nullam magna turpis, facilisis efficitur accumsan at, maximus a metus. Vivamus dictum dictum mi, non hendrerit mauris euismod sed. Nulla vel commodo risus. Proin a scelerisque magna. Sed ac mauris volutpat, dignissim lectus a, blandit enim. Etiam faucibus mi at enim mattis posuere. Phasellus et pharetra purus. In fringilla, eros ac condimentum finibus, neque dolor sollicitudin enim, eget imperdiet leo lorem sit amet urna. Fusce pharetra varius rhoncus. Nunc finibus suscipit metus, vitae congue odio ultricies euismod. Aliquam sed hendrerit leo. Donec quis ullamcorper quam. Duis egestas enim a sem fermentum interdum. Aliquam erat volutpat. Duis vestibulum scelerisque ante, eget tempor erat feugiat id. Nunc porta varius efficitur. Phasellus laoreet nibh quam, ut scelerisque ligula aliquam quis. Suspendisse at sapien suscipit, tincidunt augue ut, viverra mauris. Vestibulum quis aliquam eros. Nam a tristique nulla. ?????? ?? ??? ?? ?? ?? ???? ?? ??, ?? ?? GitHub ?? ??? ??? ?? StackOverflow ? ?? ??? ???
  • 6. Vero pura esa algo vio ver seda non gran. Encontro esclavos rio van cobraban los lagrimas martirio. Vientre etc mascaba acabara pre voz despues. Dia asi aun son trompa fueran esposo. Separarse exagerada chi sin alrededor sus disimulos cortesias. Asunto vuelta sin cuarta una los tio regalo. Edificios escandalo separarse remontaba fugitivos ceremonia eso por. Merced de le se ex vacias pronto. Santiago siquiera ver eso quejarse. Si ya este rica sofa seis. Me incurrian inventado gorgheggi ex separarse eh indefenso. Esa fecundidad con titiritero soy pedirselos del. Sellado mi acuerdo no atrevio. El cual lo ha como leon ello. Respeto al tu ya quejaba un sentido. Hace cosa seno jefe eh pena yo moza fe. Sido del hoy ceno etc emma. Dejandose por flautista oir complices ser reconocia emociones amenazaba. Mas nada seno dios come sea. Matrimonio invariable los petulancia anaranjado orgullosos aficionado soy. Altura no al debajo ma tomaba escena polkas en. Malibran recuerdo capricho mostraba regiones ardiente va ni ma. Sido le real de pano. Arrastraba escandalos devolverle ano pre mas ser. Si ha ma caer afan cada. Ve es embocadura romanticos dispersado discrecion el se aritmetico dispersion. Gas rey adoracion preterita por hermosura rodeabase palabrota. De primeros primeras tresillo favorita cantaron ex aparecer. Vivos ratos se ex estar ah si lejos. Almendras dos humillado sus aceptando exageraba. Ella suya lire acto da ya modo piso. Pagado por acusar opacas mas aca sintio ajenas aun. Dira pues el alta mi pedi malo. Casi sola dias el fosa pies toco yo en. Positivo yo fantasia chillona perezoso en da. Mal han concedian energicos dulcisima derribado sea destacaba rio. Mostrarse de asquerosa te comenzaba tu esperanza ceremonia. Yo ya so bastidores disparates seduciendo alumbraban. Coqueteria en levantarse dispersado no propositos magistrado. Gr oh servir os quicio mi pegado. Servicio en es se saludado sufrirla entonces provecho proximos. Reinaba uso asiduos hoguera iba. Si monja no bajos tisis carta nuevo. Excedido ola admirada una tresillo gas esa. Pano otro paje cosa unas el leer ni. Relaciones ahogandose continuare pedantesca lo ex oh gr. Es un al reintegra levantaba contemplo nuncasuna ha recibidos mayuscula. Allegros hablaban afrodita don encogido asi. ???, ?? ?? ?? ?????´ ???? ???? IR ??? ?? ?? ?? ?? ?? ??? ????? ??? ??? ??? ??
  • 8. ??: ? ?? ?? ? ?? ???? ??? ????? ?????.
  • 9. ???: ??? ??? ? ? ?? ??? ?!
  • 10. Any sufficiently advanced technology is indistinguishable from magic Arthur C. Clarke
  • 11. Any sufficiently advanced technology is indistinguishable from magic Arthur C. Clarke
  • 12. ??? ???? ? ?? ???????
  • 13. ?????: ??? ???(cat)? ???? ??? ????. ????? "???"? ?? ???? ???? ????(domestic cat)? ???. ?????(wild cat)? ? 10? ??? 7? ? ??? ????. 2007? ???? ??? ??? ??? ???? ???? ??? ? 1? ? ? ?????? ??? ? ?? ?? ???? ???? ??? ?? ?? ???? ???? 5?? ??? ????????(Felis silvestris lybica)? ????.[3] ???? ????? ???? ????? ???? ??. ??? ?? ???? ???? ???? ? ??? ? ??? ??? ??. ????? ????? ???? ?? ???, ??? ?????? ?? ?? ???? ?? ? ? ????. ?????? ?? ?? ??? ????? ??? ?? ??? ??. ??? ???, ???, ????? ???. ???? ???? ????? ???, ???? ???? ???? ???? ??. ????? ??, ? ??? ?? ?? ??? ?? ? ??? ?? ?? ?? ??? ? ???, ?? ??? ?? ?? ?? ??? ??? ?? ? ??.
  • 14. ?????: ??? ???(cat)? ???? ??? ????. ????? "???"? ?? ???? ???? ????(domestic cat)? ???. ?????(wild cat)? ? 10? ??? 7? ? ??? ????. 2007? ???? ??? ??? ??? ???? ???? ??? ? 1? ? ? ?????? ??? ? ?? ?? ???? ???? ??? ?? ?? ???? ???? 5?? ??? ????????(Felis silvestris lybica)? ????.[3] ???? ????? ???? ????? ???? ??. ??? ?? ???? ???? ???? ? ??? ? ??? ??? ??. ????? ????? ???? ?? ???, ??? ?????? ?? ?? ???? ?? ? ? ????. ?????? ?? ?? ??? ????? ??? ?? ??? ??. ??? ???, ???, ????? ???. ???? ???? ????? ???, ???? ???? ???? ???? ??. ????? ??, ? ??? ?? ?? ??? ?? ? ??? ?? ?? ?? ??? ? ???, ?? ??? ?? ?? ?? ??? ??? ?? ? ??.
  • 15. ?????: ??? ???(cat)? ???? ??? ????. ???? ????? ???? ?? ??? ???? ??. ???? ???? ????? ???, ???? ?? ?? ???? ???? ??.
  • 16. ???? ????? ???? ^4? ?? ?? ?? ̄ ?? ??? ??? ????? 1~3?? ??? ?? ???? ?? ?? ???? ??? ?? ???? ???? ?? ?? ???? ??? ????. ?? 1??? ??? ?? ?? ? ?????? ?? ?? ??? ???? ????? ?????? ?? ??? ???. 3 ? FOMC? ?? ???? ? ??? ???? ???10? ?? 12?? ??? ??? 2.60% ??? ????? ???. 3?? ????? ? ???? ???10? ??? 2.4% ?? ????. 3?? ???? ? ?? ?????? ??? ???? ???? ?? ???? ?? ????. ????? `data dependent¨?? ????? ??? ???. ??? ????? ??? ??? ?? ? ??????? ?? ??? ??? ??? ??? ?? ??? ????? ??? ?? ?? ????. ??? ?? ???? ????? ???? ???10? ??? ?? 2.0% ??? ??? ??? ???? ?? ??. ???? 1???? ????(soft data)? ???? ??? ? ?? ??? ??? ????? ?? ????(hard data) ???? ??? ????? ? ???. 3? FOMC ???? 60%? ???? 6? ???? ??? ?? 50%? ????< ?? 1>. ????? ?? 2? ??? ???? 3?? ?? ? ??? ??? 10%?? ?? ? ??. ?? 1??? ????? ?? ????(p)? ????? ?? ?? ?????? ????? ??? ?????? ??? ????? ??? ?????. ? ????? ? ?? ?????? ????? ???? ??? ? ????. ???? 2??? ????? ??? ????? ??? ??? ????? ???? ? ? ???? ????. <?? 2>?? ?? ??? ???? ??? ???? ??? ???? ?? ???? ?? ???? ??? ?????? ???? ?????? 100p ??? ? ????. ????? ?? ??? ??? ??? ?? ??? ????? ???? ??. ?? ??? ????? ? ?? ?? ??? ??? ????? ? ??? ?? ?? ?? ???? ??? ??? ??? ??? ??. ??? ???? ??? ???? ?? ??? ??? ???? ??? ??? ??? ?? ??. ???? ?? ????? ????? ? ?? ???? ?? ??? ????. ???? ???? ??? ??? ???? ?? ?? ???? ??. 2?? ? ??? 40?? ???? ????? 6?? ??? ????? ???? ??? ? ??. ????? ??? ????(risk-on)? ????? ? ??? ????? ?? ?? ?? ??? ? ? ???? ??? ??? ?? ???. ? ???? ???10? ??? 2 ?? ? ?? ??? ?? ??? 2.20% ????? ??? ??? ??. ??10? ??? 2.20% ??? ?? ?????? ???? ??10? ??? 2.00% ????? ??? ? ?? ???. ?? 4?? ??? ??? ?? ?? 1?? ????? ???? ???? ????. ? ? ??? ?? ??? ????? ????? ???? ?? ???(+) ??? ????<?? 3>. 2?? ???? ???? ???? ????? ? ??? ?? ??? ?? ????? ?? ??? ????? ?? ??? ????. ?? ?? ????? ????? ???? ? ???? ??? ?????? ?? ?? ?? ???? ??? ?? ????? ??? ? ??? ???? ??.
  • 17. ???? ????? ???? ^4? ?? ?? ?? ̄ ?? ??? ??? ????? 1~3?? ??? ?? ???? ?? ?? ???? ??? ?? ???? ???? ?? ?? ???? ??? ????. ?? 1??? ??? ?? ?? ? ?????? ?? ?? ??? ???? ????? ?????? ?? ??? ???. 3 ? FOMC? ?? ???? ? ??? ???? ???10? ?? 12?? ??? ??? 2.60% ??? ????? ???. 3?? ????? ? ???? ???10? ??? 2.4% ?? ????. 3?? ???? ? ?? ?????? ??? ???? ???? ?? ???? ?? ????. ????? `data dependent¨?? ????? ??? ???. ??? ????? ??? ??? ?? ? ??????? ?? ??? ??? ??? ??? ?? ??? ????? ??? ?? ?? ????. ??? ?? ???? ????? ???? ???10? ??? ?? 2.0% ??? ??? ??? ???? ?? ??. ???? 1???? ????(soft data)? ???? ??? ? ?? ??? ??? ????? ?? ????(hard data) ???? ??? ????? ? ???. 3? FOMC ???? 60%? ???? 6? ???? ??? ?? 50%? ????< ?? 1>. ????? ?? 2? ??? ???? 3?? ?? ? ??? ??? 10%?? ?? ? ??. ?? 1??? ????? ?? ????(p)? ????? ?? ?? ?????? ????? ??? ?????? ??? ????? ??? ?????. ? ????? ? ?? ?????? ????? ???? ??? ? ????. ???? 2??? ????? ??? ????? ??? ??? ????? ???? ? ? ???? ????. <?? 2>?? ?? ??? ???? ??? ???? ??? ???? ?? ???? ?? ???? ??? ?????? ???? ?????? 100p ??? ? ????. ????? ?? ??? ??? ??? ?? ??? ????? ???? ??. ?? ??? ????? ? ?? ?? ??? ??? ????? ? ??? ?? ?? ?? ???? ??? ??? ??? ??? ??. ??? ???? ??? ???? ?? ??? ??? ???? ??? ??? ??? ?? ??. ???? ?? ????? ????? ? ?? ???? ?? ??? ????. ???? ???? ??? ??? ???? ?? ?? ???? ??. 2?? ? ??? 40?? ???? ????? 6?? ??? ????? ???? ??? ? ??. ????? ??? ????(risk-on)? ????? ? ??? ????? ?? ?? ?? ??? ? ? ???? ??? ??? ?? ???. ? ???? ???10? ??? 2 ?? ? ?? ??? ?? ??? 2.20% ????? ??? ??? ??. ??10? ??? 2.20% ??? ?? ?????? ???? ??10? ??? 2.00% ????? ??? ? ?? ???. ?? 4?? ??? ??? ?? ?? 1?? ????? ???? ???? ????. ? ? ??? ?? ??? ????? ????? ???? ?? ???(+) ??? ????<?? 3>. 2?? ???? ???? ???? ????? ? ??? ?? ??? ?? ????? ?? ??? ????? ?? ??? ????. ?? ?? ????? ????? ???? ? ???? ??? ?????? ?? ?? ?? ???? ??? ?? ????? ??? ? ??? ???? ??.
  • 18. ???? ????? ???? ^4? ?? ?? ?? ̄ ?? 3? FOMC ???? 60%? ???? 6? ???? ??? ?? 50%? ?? ??<?? 1>. 2?? ? ??? 40?? ???? ????? 6?? ??? ? ???? ???? ??? ???. ? ???? ???10? ??? 2?? ? ?? ??? ?? ??? 2.20% ????? ??? ??? ??.
  • 19. ??? - ??? Baby ?? ?? ?? ?? ? ?? ???? ???? ?? ?? ?? ???? ?? my lady Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding butterfly ?? ?? ? ?? ?? ?? ?? stop ?? ?? ??? ? ?? ??? ??? ?? ?? ???? ???? ??? bad boy ?? ?? butterfly ?? ?? ??? ?? ?? ??? ? ?? ???? ?? ??? ??? ?? ???? ??? ?? ?? ?? ?? ?? ? ?? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? We wanna go rocka, rocka, rocka rocka, rocka, rocka (so fantastic) go rocka, rocka, rocka rocka, rocka, rocka (so elastic) fantastic fantastic fantastic fantastic elastic elastic elastic elastic Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ?? ?? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ???? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ? ??? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding I call your butterfly ?? ?? ??? ?? ?? ?? ? ??? ? ??? ? ?? ??? (???? ??) ??? (???? ??) ?? ?? ??? ? ? ???? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? ? ??? ?? ???? ?? ?? ?? ? ??? ? ??? ?? ?? ???? ?? ???? ??? break out(hey) break out(hey) break out(hey) break out (hey) Ding Ding Ding Ding Dong Dong Dong Dong ?? ? ??? ??? ? ??? ??? ??? ?? ??? ?? ??? ?? ??? ???? ? ??? ?? ??? ? ?? ? complicated girl ?? NO? ???? ? ? ??? ??? ? ?? ????? ?? Don't be silly Girl (silly girl) you're my miracle(my miracle) ?? ?? ? ??? ?? ? ???? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? We wanna go rocka, rocka, rocka rocka, rocka, rocka (so fantastic) go rocka, rocka, rocka rocka, rocka, rocka (so elastic) fantastic fantastic fantastic fantastic elastic elastic elastic elastic Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ?? ?? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ???? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ? ??? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding
  • 20. ??? - ??? Baby ?? ?? ?? ?? ? ?? ???? ???? ?? ?? ?? ???? ?? my lady Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding butterfly ?? ?? ? ?? ?? ?? ?? stop ?? ?? ??? ? ?? ??? ??? ?? ?? ???? ???? ??? bad boy ?? ?? butterfly ?? ?? ??? ?? ?? ??? ? ?? ???? ?? ??? ??? ?? ???? ??? ?? ?? ?? ?? ?? ? ?? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? We wanna go rocka, rocka, rocka rocka, rocka, rocka (so fantastic) go rocka, rocka, rocka rocka, rocka, rocka (so elastic) fantastic fantastic fantastic fantastic elastic elastic elastic elastic Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ?? ?? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ???? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ? ??? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding I call your butterfly ?? ?? ??? ?? ?? ?? ? ??? ? ??? ? ?? ??? (???? ??) ??? (???? ??) ?? ?? ??? ? ? ???? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? ? ??? ?? ???? ?? ?? ?? ? ??? ? ??? ?? ?? ???? ?? ???? ??? break out(hey) break out(hey) break out(hey) break out (hey) Ding Ding Ding Ding Dong Dong Dong Dong ?? ? ??? ??? ? ??? ??? ??? ?? ??? ?? ??? ?? ??? ???? ? ??? ?? ??? ? ?? ? complicated girl ?? NO? ???? ? ? ??? ??? ? ?? ????? ?? Don't be silly Girl (silly girl) you're my miracle(my miracle) ?? ?? ? ??? ?? ? ???? ? baby ? ??? ?? ? oh crazy ?? ?? ?? ? oh crazy ? ??? ???? crazy ? ? ?? We wanna go rocka, rocka, rocka rocka, rocka, rocka (so fantastic) go rocka, rocka, rocka rocka, rocka, rocka (so elastic) fantastic fantastic fantastic fantastic elastic elastic elastic elastic Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ?? ?? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ???? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding ? ??? ??? Ring Ding Dong Ring Ding Dong Ring Diggi Ding Diggi Ding Ding Ding
  • 21. ??? - ??? baby ? ??? ?? ? oh crazy. ? ??? ???. ? ???? ?.
  • 22. Overbooked flight on Delta? They now can offer nearly $10,000 for you to give up your seat Delta is letting employees offer customers almost $10,000 in compensation to give up seats on overbooked flights, hoping to avoid an uproar like the one that erupted at United after a passenger was dragged off a jet. In an internal memo obtained Friday by the Associated Press, Delta Air Lines said gate agents can offer up to $2,000, up from a previous maximum of $800, and supervisors can offer up to $9,950, up from $1,350. United is reviewing its own policies, including incentives for customers, and will announce any actions by April 30, a spokeswoman said. The airline would not disclose its current compensation limit. Other airlines did not immediately comment on whether they would raise their ceiling. Full coverage of the United Airlines controversy ? When there aren't enough seats, airlines usually ask for volunteers by offering travel vouchers, gift cards or cash. Last year Delta got more passengers to give up their seats than any other U.S. airline, partly by paying more than most of the others. As a result, it had the lowest rate among the largest U.S. airlines of bumping people off flights against their will ! something that is legal but alienates customers and requires the airline to pay compensation of up to $1,350 per person. Overselling flights is a fact of life in the airline business. Industry officials say that it is necessary because some passengers don't show up, and that overbooking keeps fares down by reducing the number of empty seats. The practice has been questioned, however, since a 69-year-old man was violently dragged off a sold-out United Express flight over the weekend. He and three others were ordered off the plane after four airline employees showed up and demanded seats so they could be in place to operate a flight the next day in Louisville, Ky. It has turned into a public relations nightmare for the entire industry, not just United, and led to calls from politicians and consumer advocates to suspend or ban overbooking. Ben Schlappig, a travel blogger who first wrote about the Delta compensation increase, said it shows Delta is trying to reduce forced bumping. He said he couldn't imagine many situations in which people wouldn't jump at nearly $10,000. Delta no doubt hopes that gate agents and their supervisors won't need to make maximum offers, and the financial cost to the airline is likely to be limited. If Delta paid $9,950 to every person it bumped involuntarily last year, that would total $12 million. Delta earned nearly $4.4 billion. Raising the limits "lets them solve some PR problems" and might head off U.S. Transportation Department regulations to curb overbooking, said another travel blogger, Gary Leff. "They can say, 'Look, we're already solving the problem.'" An Associated Press analysis of government data shows that in 2015 and 2016, Delta paid an average of $1,118 in compensation for every passenger that it denied a seat. Southwest Airlines paid $758, United $565, and American Airlines $554. After the incident in Chicago, critics questioned why United didn't offer more when no passengers accepted the airline's $800 offer for volunteers to give up their seats. "If you offer enough money, even the guy going to a funeral will sell his seat," said Ross Aimer, a retired United pilot. <http://www.latimes.com/business/la-fi-delta-overbooking-20170414-story.html>
  • 23. Overbooked flight on Delta? They now can offer nearly $10,000 for you to give up your seat Delta is letting employees offer customers almost $10,000 in compensation to give up seats on overbooked flights, hoping to avoid an uproar like the one that erupted at United after a passenger was dragged off a jet. In an internal memo obtained Friday by the Associated Press, Delta Air Lines said gate agents can offer up to $2,000, up from a previous maximum of $800, and supervisors can offer up to $9,950, up from $1,350. United is reviewing its own policies, including incentives for customers, and will announce any actions by April 30, a spokeswoman said. The airline would not disclose its current compensation limit. Other airlines did not immediately comment on whether they would raise their ceiling. Full coverage of the United Airlines controversy ? When there aren't enough seats, airlines usually ask for volunteers by offering travel vouchers, gift cards or cash. Last year Delta got more passengers to give up their seats than any other U.S. airline, partly by paying more than most of the others. As a result, it had the lowest rate among the largest U.S. airlines of bumping people off flights against their will ! something that is legal but alienates customers and requires the airline to pay compensation of up to $1,350 per person. Overselling flights is a fact of life in the airline business. Industry officials say that it is necessary because some passengers don't show up, and that overbooking keeps fares down by reducing the number of empty seats. The practice has been questioned, however, since a 69-year-old man was violently dragged off a sold-out United Express flight over the weekend. He and three others were ordered off the plane after four airline employees showed up and demanded seats so they could be in place to operate a flight the next day in Louisville, Ky. It has turned into a public relations nightmare for the entire industry, not just United, and led to calls from politicians and consumer advocates to suspend or ban overbooking. Ben Schlappig, a travel blogger who first wrote about the Delta compensation increase, said it shows Delta is trying to reduce forced bumping. He said he couldn't imagine many situations in which people wouldn't jump at nearly $10,000. Delta no doubt hopes that gate agents and their supervisors won't need to make maximum offers, and the financial cost to the airline is likely to be limited. If Delta paid $9,950 to every person it bumped involuntarily last year, that would total $12 million. Delta earned nearly $4.4 billion. Raising the limits "lets them solve some PR problems" and might head off U.S. Transportation Department regulations to curb overbooking, said another travel blogger, Gary Leff. "They can say, 'Look, we're already solving the problem.'" An Associated Press analysis of government data shows that in 2015 and 2016, Delta paid an average of $1,118 in compensation for every passenger that it denied a seat. Southwest Airlines paid $758, United $565, and American Airlines $554. After the incident in Chicago, critics questioned why United didn't offer more when no passengers accepted the airline's $800 offer for volunteers to give up their seats. "If you offer enough money, even the guy going to a funeral will sell his seat," said Ross Aimer, a retired United pilot. <http://www.latimes.com/business/la-fi-delta-overbooking-20170414-story.html>
  • 24. Overbooked flight on Delta? They now can offer nearly $10,000 for you to give up your seat Delta is letting employees offer customers almost $10,000 in compensation to give up seats on overbooked flights, hoping to avoid an uproar like the one that erupted at United after a passenger was dragged off a jet. In an internal memo obtained Friday by the Associated Press, Delta Air Lines said gate agents can offer up to $2,000, up from a previous maximum of $800, and supervisors can offer up to $9,950, up from $1,350. He said he couldn't imagine many situations in which people wouldn't jump at nearly $10,000.
  • 26. ?? ?????? ?? ?? ???? ?? ????? (e.g., https://summariz3.herokuapp.com) ??? ?? ? ?? ?? ???
  • 30. PDF ??? ?? ??? ??? ??? ??? ???´ ?
  • 31. API ?? POST /api/v1/summarize HTTP/1.1 Accept: application/json text=Stick to the plan, and if you? get into trouble, I'll bail you out.
  • 32. API ?? ?? ??? ?? ?? ??? ?? ? Dockerization
  • 35. TextRank? ??, ?? ??? `??¨ ??
  • 36. TextRank? ??, ?? ??? `??¨ ?? A graph-based ranking model for text processing
  • 39. TextRank Mihalcea, Rada, and Paul Tarau. "TextRank: Bringing Order into Texts." Department of Computer Science, University of North Texas (2004)
  • 40. TextRank ? PageRank? ??? ?? ? ???? ? ?? ? ????? ? Lexical, semantic relationship
  • 41. ????? ?? ? ???(cat)? ???? ??? ????. ? ???? ?? ?? ???? ?? 7?? ??? ??? ??.
  • 42. ????? ?? ? ???(cat)? ???? ??? ????. ? ???? ?? ?? ???? ?? 7?? ??? ??? ??.
  • 45. Iterative Algorithm Mihalcea, Rada, and Paul Tarau. "TextRank: Bringing Order into Texts." Department of Computer Science, University of North Texas (2004)
  • 46. TextRank TextRank: Bringing Order into Texts (Mihalcea and Tarau, 2004)
  • 50. ???? ??? ?????? (not writing any code myself)
  • 51. ? ??, ??? ?? ??, ????, ?????, ?? ? ??? ???? ?? ?? ?? ??
  • 52. ??? ?? ? newspaper? ?? ?? ?? ? beautifulsoup4? HTML ?? ??(parsing)
  • 55. ???? ??? tldr-web: ? ????? tldr: ??? ???
  • 58. ????? ?? ????? ?? ? ??(!)
  • 61. ??? ?? ? ? ???? ??, ?? ?? ?? ???? ??? ?? ?? ?? ? IR ??, ?? ?? ?? ? ?? ???? ???? ????? ??? ??? (????? ???? ???? ?? ??? ???? ???, ^?? ?? ??? ̄ ? ?? ????? ?? ? ??)
  • 62. ?? ????? ?? ? ???? ?? ?? ?? ??? ???? ??? ? ^???? ?? ???? ̄ ? ??? ??? ? ?? ??
  • 63. ?? ? ????? ???? ????? ? ??? ??? ??? ??´ ???? ??? ?? ???´
  • 64. ???? ??? ???? ???? ? https://github.com/suminb/tldr ? https://github.com/suminb/tldr-web ? https://github.com/suminb/scout

Editor's Notes

  • #2: ??? ?? ?? ??? ??? ???? ??? ?? ???? ?? ???? ??? ???. ?? ?? ????? ????? ???? ?? ??? ??? ???? ???? ???.
  • #7: ?, ?? ???? ?? ??? ?? ?? ???? ? ????? ??? ? ?? ??? ????.
  • #8: ?? ?? ???´
  • #9: ? ?? ?? ? ?? ???? ?? ????? ????? ???
  • #10: ??? ? ?? ??? ?? ????? ????? ???? ??? ?????.
  • #11: ??? ??? ??? ?? ???? ??? ??? ???? ?????
  • #12: ?? ? ??? `??? ??? ??¨? ?? `??? ?? ???¨ ???.
  • #13: ?? ?? ?? ???? ??? ?? ??????.
  • #14: ??, ?????? `???¨ ??? ?????.
  • #15: ?????? ??? ???
  • #16: ??? ??????. ???? ???? ????? ??????, ???? ???? ?? ???? ?? ??? ??? ???. ??? ??? ? ? ???
  • #17: ? ????? ??? ?????? ???? ??????.
  • #18: ???? ?????? ??? ???
  • #19: ??? ????????. ??? ?? ?? ???? ????, ??? ??? ??? ???? ?????. ???? ?????, ??? ???? ?? ???? ???? ??? ??? ?? ??? ???? ? ? ????.
  • #20: ??? ?, ?? ??? ??? ??? ?? ???? ?? ??????.
  • #21: ??? ??? ? ? ????????,
  • #22: `???¨??? ??? ? ???? ??? ?? ??? ?? ??? ?? ??? ? ???? ????? ?? ? ????
  • #23: ??? ??? ? ?? ?? ??????.
  • #24: ?? ??? ??? ?? ? ? ??? ??? ???? ?????
  • #25: ??? ????? ?? 2??, ????? ?? ?? ?? ???? ???? ??? ? ??? ?????. ?? ??? ??? ????? ?? ???? ?? ???? ? ? ?? ? ????.
  • #27: ?? ??? ?? ?? ?????, ?? ?? ???? ?? ?????. ?? ??? ?????? ?? ???????. ??? ?? ? ?? ?? ?????.
  • #28: ???? ????? ?? ???,
  • #29: ????? ??? ???? ???? ???? ???? ??? ?????.
  • #30: PDF ???? ???? ???? ???? ??? ??? ????
  • #31: ?? ?? ??? ???? ??? ?? ?????.
  • #32: ??? ???? ???? ?? ??????? ?? ??? ? ???, ??? ?? 2? ???? ?? ? ?? ???? ????? API ? ???? ?????.
  • #33: ??? ?? ??? ?? ??? ?? ????? API ? ????? ???, ??? Docker ???? ??????.
  • #34: ????? ??? ??????.
  • #35: ?? ??? ?? ???? ?? ?????, ??? ?? ???? ???? ?? ? ???? ? ??? ??? ???? ?????.
  • #36: ??, ?? ??? ?? ??, ??? ?? ???? ??? ?? TextRank ?? ????? ????.
  • #37: ??? PageRank? ???? ???? ???? ??? ???? ???? ???????. ?? ??? ? ?????
  • #38: ?? ??? `??¨?? ???? ??? ?? ??? ?? ??? ??? ????? ???? ?? ???, `??¨ ???? ??? ????? ?? ?? ?? ??? ???? ?? ??? ?? ???? ?? ??? ???? ?????.
  • #39: ??? ?? ?? ??? ?????? ????. `??¨?? ??? ??? ????? ?? ?? ???? ????? ? ??? ??? ?? ???? ???? ? ?? ???? ?????.
  • #40: TextRank? PageRank? ??? ????? ????? ???.
  • #41: ??, ??????? ?? ??? ?? ????? ???, ???? ????? ???? ??? ??? ???? ????.
  • #42: ?? ??? ?? ? ??? ?? ?
  • #43: ?? ??? ?? ?? ???? ???? ?? ??? ?? ????? ??, ??? `??¨??? ? ? ????.
  • #44: ????? ???? ??? ??? ??, ? ?? ???? ?? ?? ???.
  • #45: ??? ? ??? ?? ??? ?? ??? ?? ???? ??? ??? ? ????? ???? ??? ??? ?? ??? ?? ????.
  • #46: ??? ??? ??? ??? ? ?? ?? ????.
  • #47: TextRank ????? ??? ? ??????? ?? ?? ??? ??? ???? ?? ?? ? ????
  • #48: ?? ?? ?? ??? ?? ??? ?? ?? ??? ?????, ???? ?? ??????? ?? ????? ??? ???????.
  • #49: ???? ??? ??? ??? ??? ??? ?? ??? ???? ??? ????,
  • #50: ?? ?? ?? ??? ?????? ??? ?? ??? ??? ???? ????.
  • #51: ?? ??? ?? ?? ??? ??? ? ??? ??? ??????
  • #52: ???? ?????? ?????, ?? ???? ???? ? ??? ?? ?????? ????. ????? ??, ??? ??? ?? ?? ??? ??????.
  • #53: ?? ??? ???? ??? ???? newspaper, ??? BeautifulSoup ?????? ??????. newspaper ?? ???? ??? ??????, ??? ?? ?? BeautifulSoup? ???? HTML ??? ??? ? ??? ??? ??? ??? ???? ???.
  • #54: ?? ?? ????? ???? ????? ??? ?? ??? ? ?????.
  • #55: ?? ?? ??? ????? ??? ?? API? ????? AWS ??? ??? ? ?? ????? ?? ?? ?? ???? ???
  • #56: API ? ???? ?? ??? ?? ??? ???? Docker? ???? ????? ??????. ??? ??? ?? ???? ??? ? ??? ???.
  • #57: ??? ???? ??? ???? ? ??? ??? ?????? ???????. ??? ?? ???? ??? ???? ????? ??? ?????.
  • #58: ??? ? ?? ???? ?? ??????, ???? ????? ??? ???? ??? ??? AWS? ?????? ????? ?? ? ????.
  • #59: ??? ?? ?? ????? ????? ?? ?? ?? ????,
  • #61: ??? ?? NDC?? ???? ^?????? ???? ? ̄? ??????.
  • #62: ?? ????? ??? ??? ?? ??? ?? ??? ??? ? ??? ?? ???? ????? ?????????.
  • #63: ?? ? ???? ?? ? ??? ???? ?? ????, ??? ?? ??? `?? ???? ?? ????¨? ??? ??? ? ?? ?? ???? ??? ? ??? ?? ??? ??? ? ?? ??? ?????.
  • #64: ??? ? ??? ? ???? ?? ???? ???? ???? ???? ???? ?? ??? ???? ?? ??????. ??? ?? ??? ???? ?? ????? ?? ? ???.
  • #65: ?????, ?? ??? ???? ???? ??? ???? ??? ??? ???? ? ??? ???? ?????.