How the structure of Wikipedia articles influences user navigation

References

• Bates M. J. (1989). The design of browsing and berrypicking techniques for the online search interface. Online Information Review, 13(5), 407–424. doi: 10.1108/eb024320
   Web of Science ®Google Scholar
• Benz D., et al. (2011). One tag to bind them all: Measuring term abstractness in social metadata. The Semantic Web: Research and Applications, 360–374.
   Google Scholar
• Blunch N. J. (1984). Position bias in multiple-choice questions. Journal of Marketing Research, 21(000002), 216. doi: 10.2307/3151704
   Web of Science ®Google Scholar
• Buscher G., Cutrell E., & Morris M. R. (2009). What do you see when you're surfing? Using eye tracking to predict salient regions of web pages. In Proceedings of the SIGCHI conference on human factors in computing systems (pp. 21–30). ACM.
   Google Scholar
• Buscher G., Dumais S. T., & Cutrell E. (2010). The good, the bad, and the random: An eye-tracking study of ad quality in web search. In Proceedings of the 33rd international ACM SIGIR conference on research and development in information retrieval (pp. 42–49). ACM.
   Google Scholar
• Chi E. H., et al. (2001). Using information scent to model user information needs and actions on the web. In Proceedings of the SIGCHI conference on human factors in computing systems (pp. 490–497). ACM.
   Google Scholar
• Craswell N., et al. (2008). An experimental comparison of click position-bias models. In Proceedings of the first international conference on web search and data mining (pp. 87–94). ACM.
   Google Scholar
• Gabrilovich E., & Markovitch S. (2009). Wikipedia-based semantic interpretation for natural language processing. Journal of Artificial Intelligence Research, 34(1), 443–498.
   Google Scholar
• González-Caro C., & Marcos M. C. (2011). Different users and intents: An eye-tracking analysis of web search. In Proceedings of the 4th ACM international conference on web search and data mining (pp. 9–12).
   Google Scholar
• Helic D., et al. (2011). Pragmatic evaluation of folksonomies. In Proceedings of the 20th international conference on world wide web (pp. 417–426). ACM.
   Google Scholar
• Helic D., et al. (2013). Models of human navigation in information networks based on decentralized search. In Proceedings of the 24th ACM conference on hypertext and social media (pp. 89–98). ACM.
   Google Scholar
• Juvina I., & van Oostendorp H. (2008). Modeling semantic and structural knowledge in web navigation. Discourse Processes, 45(4–5), 346–364. doi: 10.1080/01638530802145205
   Web of Science ®Google Scholar
• Juvina I., et al. (2005). Toward modeling contextual information in web navigation. In Proceedings of the 27th annual meeting of the cognitive science society (pp. 1078–1083).
   Google Scholar
• Kitajima M., Blackmon M. H., & Polson P. G. (2000). A comprehension-based model of web navigation and its application to web usability analysis. In People and computers XIV — usability or else! (pp. 357–374). London: Springer.
   Google Scholar
• Kitajima M., Polson P. G., & Blackmon M. H. (2007). CoLiDeS and SNIF-ACT: Complementary models for searching and sensemaking on the web. In Human–computer interaction consortium 2007 winter workshop.
   Google Scholar
• Kleinberg J. M. (2000). Navigation in a small world. Nature, 406(6798), 845. doi: 10.1038/35022643
   PubMed Web of Science ®Google Scholar
• Kleinberg J. M. (2001). Small-world phenomena and the dynamics of information. In Advances in neural information processing systems 14 (pp. 431–438). MIT Press.
   Google Scholar
• Lamprecht D., et al. (2015a). Improving recommender system navigability through diversification: A case study of IMDb. In Proceedings of the 15th international conference on knowledge management and knowledge technologies (pp. 21:1–21:8). ACM.
   Google Scholar
• Lamprecht D., Strohmaier M., Helic D., Nyulas C., Tudorache T., Noy N. F., & Mark A. M. (2015b). Using ontologies to model human navigation behavior in information networks: A study based on wikipedia. Semantic Web, 6(4), 403–422. doi: 10.3233/SW-140143
   PubMed Web of Science ®Google Scholar
• Lerman K., & Hogg T. (2014). Leveraging position bias to improve peer recommendation. PLOS ONE, 9(6), e98914. doi: 10.1371/journal.pone.0098914
   PubMed Web of Science ®Google Scholar
• Liu C., White R. W., & Dumais S. (2010). Understanding web browsing behaviors through Weibull analysis of dwell time. In Proceedings of the 33rd international ACM SIGIR conference on research and development in information retrieval (pp. 379–386). ACM.
   Google Scholar
• Liu Y., et al. (2014). From skimming to reading: A two-stage examination model for web search. In Proceedings of the 23rd ACM international conference on information and knowledge management (pp. 849–858). ACM.
   Google Scholar
• Marchionini G. (2006). Exploratory search: From finding to understanding. Communications of the ACM, 49(4), 41–46. doi: 10.1145/1121949.1121979
   Web of Science ®Google Scholar
• Milgram S. (1967). The small world problem. Psychology Today, 1(2), 60–67.
   Google Scholar
• Nielsen J. (2006). F-Shaped Pattern For Reading Web Content. Retrieved February 17. www.nngroup.com/articles/f-shaped-pattern-reading-web-content
   Google Scholar
• Pan B., Hembrooke H., Joachims T., Lorigo L., Gay G., & Granka L. (2007). In Google we trust: Users' decisions on rank, position, and relevance. Journal of Computer-Mediated Communication, 12(3), 801–823. doi: 10.1111/j.1083-6101.2007.00351.x
   Web of Science ®Google Scholar
• Payne S. L. (1951). The art of asking questions. Princeton University Press.
   Google Scholar
• Pirolli P., & Card S. (1999). Information foraging. Psychological Review, 106(4), 643–675. doi: 10.1037/0033-295X.106.4.643
   Web of Science ®Google Scholar
• Pirolli P., & Fu W. T. (2003). SNIF-ACT: A model of information foraging on the world wide web. In 9th international conference on user modeling. Springer.
   Google Scholar
• Salganik M. J., Dodds P. S., & Watts D. J. (2006). Experimental study of inequality and unpredictability in an artificial cultural market. Science, 311(5762), 854–856. doi: 10.1126/science.1121066
   PubMed Web of Science ®Google Scholar
• Salmerón L., Cerdán R., & Naumann J. (2015). How adolescents navigate wikipedia to answer questions. Infancia y Aprendizaje, 38(2), 435–471. doi: 10.1080/02103702.2015.1016750
   Web of Science ®Google Scholar
• Salmerón L., Kammerer Y., & García-Carrión P. (2013). Searching the web for conflicting topics: Page and user factors. Computers in Human Behavior, 29(6), 2161–2171. doi: 10.1016/j.chb.2013.04.034
   Web of Science ®Google Scholar
• Scaria A. T., et al. (2014). The last click: Why users give up information network navigation. In Proceedings of the 7th ACM international conference on web search and data mining (pp. 213–222). ACM.
   Google Scholar
• Seyerlehner K., Flexer A., & Widmer G. (2009). On the limitations of browsing top-N recommender systems. In Proceedings of the 3rd ACM conference on recommender systems (pp. 321–324). ACM.
   Google Scholar
• Singer P., Niebler T., Strohmaier M., & Hotho A. (2013). Computing semantic relatedness from human navigational paths: A case study on wikipedia. International Journal on Semantic Web and Information Systems, 9(4), 41–70. doi: 10.4018/ijswis.2013100103
   Web of Science ®Google Scholar
• Singer P., Helic D., Taraghi B., Strohmaier M., & Chen Z. (2014). Detecting memory and structure in human navigation patterns using Markov Chain models of varying order. PLOS ONE, 9(7), e102070. doi: 10.1371/journal.pone.0102070
   Google Scholar
• Teevan J., et al. (2004). The Perfect Search Engine is not Enough: A study of orienteering behavior in directed search. In Proceedings of the SIGCHI conference on human factors in computing systems (pp. 415–422). ACM.
   Google Scholar
• Wang K., et al. (2010). An overview of microsoft web N-gram corpus and applications. In Proceedings of 11th annual conference of the North American chapter of the association for computational linguistics (Demonstration Session). Association for Computational Linguistics (pp. 45–48).
   Google Scholar
• Watts D. J., & Strogatz S. H. (1998). Collective dynamics of small-world networks. Nature, 393(6684), 440–442. doi: 10.1038/30918
   PubMed Web of Science ®Google Scholar
• Weinreich H., et al. (2006). Off the beaten tracks: Exploring three aspects of web navigation. In Proceedings of the 15th international conference on world wide web (pp. 133–142). ACM.
   Google Scholar
• West R., & Leskovec J. (2012a). Automatic versus human navigation in information networks. In Proceedings of the 6th international AAAI conference on weblogs and social media. AAAI.
   Google Scholar
• West R., & Leskovec J. (2012b). Human wayfinding in information networks. In Proceedings of the 21st international conference on world wide web (pp. 619–628). ACM.
   Google Scholar
• West R., Paranjape A., & Leskovec J. (2015). Mining missing hyperlinks from human navigation traces: A case study of wikipedia. In Proceedings of the 24th international conference on world wide web (pp. 1242–1252). ACM.
   Google Scholar
• West R., Pineau J., & Precup D. (2009). Wikispeedia: An online game for inferring semantic distances between concepts. In Proceedings of the 21st international joint conference on artificial intelligence (pp. 1598–1603). Morgan Kaufmann Publishers.
   Google Scholar
• Wikipedia (2016a). Wikipedia: Help:Infobox. Retrieved February 17 from https://en.wikipedia.org/wiki/Wikipedia:Manual_of_Style/Layout
   Google Scholar
• Wikipedia (2016b). Wikipedia: Help:Infobox. Retrieved February 17 from https://en.wikipedia.org/wiki/Wikipedia:Manual_of_Style/Infoboxes
   Google Scholar
• Wikipedia (2016c). Wikipedia: Manual of Style/Lead Section. Retrieved February 17 from http://en.wikipedia.org/wiki/Wikipedia:Manual_of_Style/Lead_section
   Google Scholar
• Wikipedia (2016d). Wikipedia: Manual of Style/Linking. Retrieved February 22 from http://en.wikipedia.org/wiki/Wikipedia:Manual_of_Style/Linking
   Google Scholar
• Wikipedia (2016e). Wikipedia: Writing better articles. Retrieved February 17 from https://en.wikipedia.org/wiki/Wikipedia:Writing_better_articles
   Google Scholar
• Wulczyn E., & Taraborelli D. (2015). Wikipedia Clickstream. Retrieved February 17 from http://dx.doi.org/10.6084/m9.figshare.1305770
   Google Scholar