Hyphe, a Curation-Oriented Approach to Web Crawling for the Social Sciences

The web is a field of investigation for social sciences, and platform-based studies have long proven their relevance. However the generic web is rarely studied in itself though it contains crucial aspects of the embodiment of social actors: personal blogs, institutional websites, hobby-specific medi...

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Bibliographic Details
Published inProceedings of the International AAAI Conference on Web and Social Media Vol. 10; no. 1; pp. 595 - 598
Main Authors Jacomy, Mathieu, Girard, Paul, Ooghe-Tabanou, Benjamin, Venturini, Tommaso
Format Journal Article
LanguageEnglish
Published 04.08.2021
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Summary:The web is a field of investigation for social sciences, and platform-based studies have long proven their relevance. However the generic web is rarely studied in itself though it contains crucial aspects of the embodiment of social actors: personal blogs, institutional websites, hobby-specific media… We realized that some sociologists see existing web crawlers as “black boxes” unsuitable for research though they are willing to study the broad web. In this paper we present Hyphe, a crawler developed with and for social scientists, with an innovative “curation-oriented” approach. We expose the problems of using web-mining techniques in social science research and how to overcome those by specific features such as step-by-step corpus building and a memory structure allowing researchers to redefine dynamically the granularity of their “web entities”.
ISSN:2162-3449
2334-0770
DOI:10.1609/icwsm.v10i1.14777