Dergi makalesi Açık Erişim

Sentiment-Focused Web Crawling

Vural, A. Gural; Cambazoglu, B. Barla; Karagoz, Pinar


MARC21 XML

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <datafield tag="909" ind1="C" ind2="4">
    <subfield code="p">ACM TRANSACTIONS ON THE WEB</subfield>
    <subfield code="v">8</subfield>
    <subfield code="n">4</subfield>
  </datafield>
  <controlfield tag="005">20210316011546.0</controlfield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="o">oai:zenodo.org:61615</subfield>
    <subfield code="p">user-tubitak-destekli-proje-yayinlari</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Middle E Tech Univ, TR-06531 Ankara, Turkey</subfield>
    <subfield code="a">Vural, A. Gural</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">Sentiments and opinions expressed in Web pages towards objects, entities, and products constitute an important portion of the textual content available in the Web. In the last decade, the analysis of such content has gained importance due to its high potential for monetization. Despite the vast interest in sentiment analysis, somewhat surprisingly, the discovery of sentimental or opinionated Web content is mostly ignored. This work aims to fill this gap and addresses the problem of quickly discovering and fetching the sentimental content present in the Web. To this end, we design a sentiment-focused Web crawling framework. In particular, we propose different sentiment-focused Web crawling strategies that prioritize discovered URLs based on their predicted sentiment scores. Through simulations, these strategies are shown to achieve considerable performance improvement over general-purpose Web crawling strategies in discovery of sentimental Web content.</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="2">opendefinition.org</subfield>
    <subfield code="a">cc-by</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">http://www.opendefinition.org/licenses/cc-by</subfield>
    <subfield code="a">Creative Commons Attribution</subfield>
  </datafield>
  <controlfield tag="001">61615</controlfield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">article</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Sentiment-Focused Web Crawling</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2014-01-01</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-tubitak-destekli-proje-yayinlari</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Yahoo Labs, Barcelona, Spain</subfield>
    <subfield code="a">Cambazoglu, B. Barla</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Middle E Tech Univ, TR-06531 Ankara, Turkey</subfield>
    <subfield code="a">Karagoz, Pinar</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="u">https://aperta.ulakbim.gov.trrecord/61615/files/bib-2c9c4c2c-8c0a-49f5-88c1-9c4e1dea0f01.txt</subfield>
    <subfield code="s">114</subfield>
    <subfield code="z">md5:e677b1bdc74070eb42ff320fe7bcd60c</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.1145/2644821</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
</record>
34
9
görüntülenme
indirilme
Görüntülenme 34
İndirme 9
Veri hacmi 1.0 kB
Tekil görüntülenme 31
Tekil indirme 9

Alıntı yap