ABSTRACT
Wikipedia contains a lot of contemporary as well as history-related information, and given its vast coverage and richness, it can be used to rank entities in a variety of different ways. In this work, we are interested in utilizing Wikipedia for judging historical person's importance. Based on the two well-known lists of the most important people in the last millennium, we look closely into factors that determine significance of historical persons. We predict person's importance using six classifiers equipped with features derived from link structure, visit logs and article content.
- S. Auer, C. Bizer, G. Kobilarov, J. Lehmann, R. Cyganiak, and Z. Ives. DBpedia: A Nucleus for a Web of Open Data. In ISWC'07/ASWC'07, Springer, 722--735, 2007 Google ScholarDigital Library
- Y.-H. Eom, P. Aragón, D. Laniado, A. Kaltenbrunner, S. Vigna, D. L. Shepelyansky. Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions, PLoS ONE 10(3), 2014Google Scholar
- R. Friedman. The Life Millennium: The 100 Most Important Events and People of the Past 1000 Years, Bulfinch P., 1998Google Scholar
- J. Giles. Internet Encyclopaedias Go Head to Head, Nature 438, 900--901, 2005Google ScholarCross Ref
- Z. Gyöngyi, H. Garcia-Molina, and J. Pedersen. Combating Web Spam with Trustrank. In VLDB2004, 576--587 Google ScholarDigital Library
- C. J. Halperin et al. Comparative History in Theory and Practice: A discussion. The American Historical Review, 87(1):123--143, 1982Google ScholarCross Ref
- M. H. Hart. The 100: A Ranking of the Most Influential Persons in History. Citadel; Revised edition (June 1, 2000)Google Scholar
- J. Hoffart et al. YAGO2: Exploring and Querying World Knowledge in Time, Space, Context, and Many Languages. In WWW '11, 229--232 Google ScholarDigital Library
- A. Jatowt, D. Kawai, K. Tanaka: Digital History Meets Wikipedia: Analyzing Historical Persons in Wikipedia. In JCDL2016, 17--26 Google ScholarDigital Library
- H. Joho, A. Jatowt and R. Blanco. Temporal Information Searching Behaviour and Strategies. Inf. Process. Manag. 51(6): 834--850, 2015 Google ScholarDigital Library
- J.-B. Michel et al. Quantitative Analysis of Culture Using Millions of Digitized Books. Science, 331(6014), 176--182, 2011Google ScholarCross Ref
- L. Page, S. Brin, R. Motwani, and T. Winograd. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report, Stanford University, January 29, 1998Google Scholar
- S. Skiena and C. B. Ward. Who's Bigger, Where Historical Figures Really Rank. Cambridge University Press, 2014 Google ScholarDigital Library
- Y. Takahashi, H. Ohshima, M. Yamamoto, H. Iwasaki, S. Oyama, and K. Tanaka. Evaluating Significance of Historical Entities based on Tempo-spatial Impacts Analysis using Wikipedia Link Structure. In HT '1 ACM, New York, NY, USA, 83--92 Google ScholarDigital Library
- S. Whiting, J.M. Jose and O. Alonso. Wikipedia as a Time Machine. In TempWeb'14 Workshop at WWW2014, 857--861 Google ScholarDigital Library
- V. Vapnik. The Nature of Statistical Learning Theory, Springer-Verlag, 1995 Google ScholarCross Ref
Index Terms
- Predicting Importance of Historical Persons using Wikipedia
Recommendations
Digital History Meets Wikipedia: Analyzing Historical Persons in Wikipedia
JCDL '16: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital LibrariesWikipedia is the result of a collaborative effort aiming to represent human knowledge and to make it accessible for everyone. As such it contains lots of contemporary as well as history-related information. This research looks into historical data ...
The nature of historical representation on Wikipedia: Dominant or alterative historiography?
Given their ease of use and capability for interactivity, new media are seen as having the potential to make visible previously marginalized voices. The online presence of the writing of history is increasing, and this potential would be a welcome ...
Modelling the Origins of Nationally-Bound Administrative Heritages: A Historical Institutional Analysis of French and British Firms
Various determinants have been proposed to explain the persistence of nationally-bound administrative heritages. In this paper, we propose an overall model that integrates these contingent determinants. Our model is based on historical analysis, a ...
Comments