D. Abrams, R. Baecker, and M. Chignell, Information archiving with bookmarks, Proceedings of the SIGCHI conference on Human factors in computing systems, CHI '98, pp.41-48, 1998.
DOI : 10.1145/274644.274651

M. S. Ackerman and C. Halverson, Considering an organization's memory, Proceedings of the 1998 ACM conference on Computer supported cooperative work , CSCW '98, pp.39-48, 1998.
DOI : 10.1145/289444.289461

E. Adar, J. Teevan, and S. T. Dumais, Large scale analysis of web revisitation patterns, Proceeding of the twenty-sixth annual CHI conference on Human factors in computing systems , CHI '08, pp.1197-1206, 2008.
DOI : 10.1145/1357054.1357241

E. Adar, J. Teevan, and S. T. Dumais, Resonance on the web, Proceedings of the 27th international conference on Human factors in computing systems, CHI 09, pp.1381-1390, 2009.
DOI : 10.1145/1518701.1518909

B. Albert, T. Tullis, and D. Tedesco, Beyond the usability lab, L'ergonomie des documents électroniques, 2010.

J. R. Anderson, The adaptative character of thought, 1990.

A. Aula, Query formulation in information search, Proceedings of the IADIS International Conference WWW/Internet, pp.403-410, 2003.

A. Aula, Enhancing the readability of search result summaries, Proceedings of the Conference HCI: Design for Life, pp.1-4, 2004.

A. Aula, N. Jhaveri, and M. Käki, Information search and re-access strategies of experienced web users, Proceedings of the 14th international conference on World Wide Web , WWW '05, 2005.
DOI : 10.1145/1060745.1060831

A. Aula and K. Norhaussen, Modeling successful performance in Web searching, Journal of the American Society for Information Science and Technology, vol.39, issue.12, pp.1678-1693, 2006.
DOI : 10.1007/978-0-387-21706-2

J. M. Bastien, G. Drusch, and J. Dinet, Connaître les comportements des internautes : méthodes et outils, L'usager numérique. Séminaire INRIA, pp.27-28, 2010.

T. Beauvisage, Sémantique des parcours des utilisateurs sur le Web, Thèse de doctorat, 2004.

N. Bevan, UsabilityNet methods for user centred design. Human-Computer Interaction: Theory and Practice, pp.434-438, 2003.

M. Belk, E. Papatheocharous, P. Germanakos, and G. Samaras, Modeling users on the World Wide Web based on cognitive factors, navigation behavior and clustering techniques, Journal of Systems and Software, vol.86, issue.12, pp.86-2995, 2013.
DOI : 10.1016/j.jss.2013.04.029

B. Berendt and M. Spiliopoulou, Analysis of navigation behaviour in web sites integrating multiple information systems, The VLDB Journal, vol.9, issue.1, pp.56-75, 2000.
DOI : 10.1007/s007780050083

M. Bernard, K. R. Baker, and M. Fernandez, Paging vs. scrolling: Looking for the best way to present search results, 2002.

M. Bittner, P. Meltzer, and J. Trent, Data analysis and integration: of steps and arrows, Nature Genetics, vol.22, issue.3, pp.213-215, 1999.
DOI : 10.1038/10265

M. H. Blackmon, D. R. Mandalia, P. G. Polson, and M. Kitajima, Automating Usability Evaluation, 2007.
DOI : 10.4324/9780203936399.ch18

N. Bousbia, I. Rebaï, J. Labat, and A. Balla, Learners??? navigation behavior identification based on trace analysis, User Modeling and User-Adapted Interaction, vol.38, issue.8, pp.455-494, 2010.
DOI : 10.1007/s11257-010-9081-5

URL : https://hal.archives-ouvertes.fr/hal-01174496

S. Brand-gruwel, I. Wopereis, and Y. Vermetten, Information problem solving by experts and novices: analysis of a complex cognitive skill, Computers in Human Behavior, vol.21, issue.3, pp.487-508, 2005.
DOI : 10.1016/j.chb.2004.10.005

P. Brusilovsky, Adaptive hypermedia, User Modeling and User-Adapted Interaction, vol.11, issue.1/2, pp.87-110, 2001.
DOI : 10.1023/A:1011143116306

P. Brusilovsky and E. Millán, User Models for Adaptive Hypermedia and??Adaptive??Educational Systems, the Adaptive Web, pp.3-53, 2007.
DOI : 10.1007/978-3-540-72079-9_1

R. E. Bucklin and C. Sismeiro, A Model of Web Site Browsing Behavior Estimated on Clickstream Data, Journal of Marketing Research, vol.40, issue.3, pp.249-267, 2003.
DOI : 10.1509/jmkr.40.3.249.19241

G. Buscher, R. W. White, S. Dumais, and J. Huang, Large-scale analysis of individual and task differences in search result page examination strategies, Proceedings of the fifth ACM international conference on Web search and data mining, WSDM '12, pp.373-382, 2012.
DOI : 10.1145/2124295.2124341

A. Broder, A taxonomy of web search, ACM SIGIR Forum, vol.36, issue.2, pp.3-10, 2002.
DOI : 10.1145/792550.792552

M. D. Byrne, B. E. John, N. S. Wehrle, and D. C. Crow, The tangled Web we wove, Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit, CHI '99, pp.544-551, 1999.
DOI : 10.1145/302979.303154

S. Bidel, L. Lemoine, F. Piat, T. Artières, and P. Gallinari, Statistical machine learning for tracking hypermedia user behavior, Proceedings of the 2 nd workshop on Machine Learning, Information Retrieval and User Modeling, pp.56-65, 2003.

F. Calisir and Z. Gurel, Influence of text structure and prior knowledge of the learner on reading comprehension, browsing and perceived control, Computers in Human Behavior, vol.19, issue.2, pp.135-145, 2003.
DOI : 10.1016/S0747-5632(02)00058-4

S. K. Card, P. Pirolli, M. V. Wege, J. B. Morrison, R. W. Reeder et al., Information scent as a driver of Web behavior graphs, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '01, pp.498-505, 2001.
DOI : 10.1145/365024.365331

L. Catledge and J. Pitkow, Characterizing browsing strategies in the World- Wide Web. Computer Networks and ISDN systems, pp.1065-1073, 1995.

A. Chevalier and M. Kicka, Web designers and web users: Influence of the ergonomic quality of the web site on the information search, International Journal of Human-Computer Studies, vol.64, issue.10, pp.64-1031, 2006.
DOI : 10.1016/j.ijhcs.2006.06.002

K. Chen and L. Liu, Validating and refining clusters via visual rendering, Third IEEE International Conference on Data Mining, pp.501-504, 2003.
DOI : 10.1109/ICDM.2003.1250962

S. Y. Chen and R. Macredie, Web-based interaction: A review of three important human factors, International Journal of Information Management, vol.30, issue.5, pp.379-387, 2010.
DOI : 10.1016/j.ijinfomgt.2010.02.009

E. H. Chi, A. Rosien, and J. Heer, LumberJack : Intelligent Discovery and Analysis of Web User Traffic Composition. Mining Web Data for Discovering Usage Patterns and Profiles, pp.27-28, 2003.

J. Chin, W. Fu, and T. Kannampallil, Adaptive information search, Proceedings of the 27th international conference on Human factors in computing systems, CHI 09, pp.1683-1692
DOI : 10.1145/1518701.1518961

J. Chin and W. T. Fu, Interactive effects of age and interface differences on search strategies and performance, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pp.403-412, 2010.
DOI : 10.1145/1753326.1753387

A. Cockburn and B. Mckenzie, What do web users do? An empirical analysis of web use, International Journal of Human-Computer Studies, vol.54, issue.6, pp.903-922, 2001.
DOI : 10.1006/ijhc.2001.0459

A. Cockburn, B. Mckenzie, and M. Jasonsmith, Pushing back: evaluating a new behaviour for the back and forward buttons in web browsers, International Journal of Human-Computer Studies, vol.57, issue.5, pp.397-414, 2002.
DOI : 10.1006/ijhc.2002.1025

C. Cohen, Maximum Likelihood Estimation in the Weibull Distribution Based On Complete and On Censored Samples, Technometrics, vol.5, issue.2, pp.579-588, 1965.
DOI : 10.2307/1266340

R. Cooley, B. Mobasher, and J. Srivastava, Web mining: information and pattern discovery on the World Wide Web, Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence, pp.558-567, 1997.
DOI : 10.1109/TAI.1997.632303

R. Cooley, B. Mobasher, and J. Srivastava, Data Preparation for Mining World Wide Web Browsing Patterns, Knowledge and Information Systems, vol.27, issue.6, pp.1-26, 1999.
DOI : 10.1002/9780470316801

D. R. Danielson, Web navigation and the behavioral effects of constantly visible site maps, Interacting with Computers, vol.14, issue.5, pp.601-618, 2002.
DOI : 10.1016/S0953-5438(02)00024-3

J. Dinet and A. Tricot, Recherche d'information dans les documents électroniques, L'ergonomie des documents électroniques, 2008.

J. Dinet, R. Vivian, L. Mantia, K. Kitajima, M. Bertolo et al., How users explore homepages ? The impact of culture on preference and visual exploration, Proceedings of the 7 th International Conference on Digital Society, pp.81-86, 2013.

G. Drusch, C. Bastien, and J. Dinet, L'exploration visuelle de pages web Analyzing visual scanpaths on the Web using the mean shift procedure and T-pattern detection: a bottom-up approach, L'ergonomie des objets et des environnements physiques et numériques Proceedings of Ergo IHM, pp.219-244, 2011.

G. Drusch, J. M. Bastien, M. Becker, and P. Rodriguez, Evalyzer : un outil d'évaluation à distance de l'expérience utilisateur, Proceedings of Ergo ErgoIHM'2012, 2012.

P. Dubroy and R. Balakrishnan, A study of tabbed browsing among mozilla firefox users, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pp.673-682, 2010.
DOI : 10.1145/1753326.1753426

K. A. Ericsson and H. A. Simon, Verbal reports as data., Psychological Review, vol.87, issue.3, pp.215-251, 1980.
DOI : 10.1037/0033-295X.87.3.215

X. Fang, P. Hu, M. Chau, H. Hu, Z. Yang et al., A Data-Driven Approach to Measure Web Site Navigability, Journal of Management Information Systems, vol.33, issue.12, pp.173-212, 2012.
DOI : 10.1109/TSE.2007.70743

N. Ford, F. Wood, and C. Walsh, COGNITIVE STYLES AND SEARCHING, Online and CD-Rom Review, vol.39, issue.2, pp.79-86, 1994.
DOI : 10.3102/00346543047001001

N. Ford and S. Y. Chen, Individual differences, hypermedia navigation and learning: an empirical study, Journal of Educational Multimedia and Hypermedia, vol.9, issue.4, pp.281-312, 2000.

N. J. Ford, T. D. Wilson, A. E. Foster, D. Ellis, and A. Spink, Information seeking and mediated searching. Part 4. Cognitive styles in information seeking, Journal of the American Society for Information Science and Technology, vol.22, issue.9, pp.728-735, 2002.
DOI : 10.1177/016555159602200201

C. L. Foss, Effective browsing in hypertexts systems, Proceedings of RAIO Conference: User-oriented content based text and image handling, 1988.

W. Fu and P. Pirolli, SNIF-ACTA Cognitive Model of User Navigation on the World Wide Web, Human-Computer Interaction, vol.32, pp.198-208, 2007.

P. Gerjets, Y. Kammerer, and B. Werner, Measuring spontaneous and instructed evaluation processes during Web search: Integrating concurrent thinking-aloud protocols and eye-tracking data, Learning and Instruction, vol.21, issue.2, pp.220-231, 2011.
DOI : 10.1016/j.learninstruc.2010.02.005

S. Greenberg and A. Cockburn, Getting back to back: Alternate behaviors for a Web browser's back button, Proceedings of the 5th Annual Human Factors and the Web Conference, pp.1-7, 1999.

J. T. Guthrie and P. Mosenthal, Literacy as Multidimensional: Locating Information and Reading Comprehension, Educational Psychologist, vol.22, issue.3-4, pp.279-297, 1987.
DOI : 10.1080/00461520.1987.9653053

J. T. Guthrie, Locating Information in Documents: Examination of a Cognitive Model, Reading Research Quarterly, vol.23, issue.2, pp.178-199, 1988.
DOI : 10.2307/747801

J. T. Guthrie, T. Briten, and K. G. Barker, Roles of Document Structure, Cognitive Strategy, and Awareness in Searching for Information, Reading Research Quarterly, vol.26, issue.3, pp.300-321, 1991.
DOI : 10.2307/747765

J. Gwizdka and I. Spence, Implicit measures of lostness and success in web navigation, Interacting with Computers, vol.19, issue.3, pp.357-369, 2007.
DOI : 10.1016/j.intcom.2007.01.001

Y. Habuchi, H. Takeuchi, and M. Kitajima, Where Do Web Visitors Look and at What ? An Eye-Tracking Study, Proceedings of HCI International, pp.1084-1088, 2007.

E. Hawala, E. Murphy, S. Hawala, and A. Kathleen, Think-aloud protocols: a comparison of three think-aloud protocols for use in testing data-dissemination web sites for usability, Proceedings of CHI 2010, pp.2381-2390, 2010.

C. Hölscher and G. Strube, Web search behavior of Internet experts and newbies, Computer Networks, vol.33, issue.1-6, pp.337-346, 2000.
DOI : 10.1016/S1389-1286(00)00031-1

I. Hsieh-yee, Research on Web search behavior, Library & Information Science Research, vol.23, issue.2, pp.167-185, 2001.
DOI : 10.1016/S0740-8188(01)00069-X

A. H. Huang, Effects of multimedia on document browsing and navigation: an exploratory empirical investigation, Information & Management, vol.41, issue.2, pp.189-198, 2003.
DOI : 10.1016/S0378-7206(03)00047-8

J. Huang and R. W. White, Parallel browsing behavior on the web, Proceedings of the 21st ACM conference on Hypertext and hypermedia, HT '10, pp.13-18, 2010.
DOI : 10.1145/1810617.1810622

J. Huang and R. White, No clicks, no problem, Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, pp.1225-1234, 2011.
DOI : 10.1145/1978942.1979125

J. Huang, R. W. White, G. Buscher, and K. Wang, Improving searcher models using mouse cursor activity, Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, SIGIR '12, pp.195-204, 2012.
DOI : 10.1145/2348283.2348313

URL : http://research.microsoft.com/en-us/um/people/ryenw/papers/HuangSIGIR2012.pdf

E. Jamet, C. Lemercier, and F. Février, Les méthodes off-line, Ergonomie des documents électroniques, 2007.

E. Jamet and F. Fevrier, Utilisabilité, utilité et acceptabilité des nouvelles technologies dans l' entreprise : Une approche de psychologie ergonomique, 2008.

B. J. Jansen, D. Booth, and A. Spink, Determining the informational, navigational, and transactional intent of Web queries, Information Processing & Management, vol.44, issue.3, pp.1251-1266, 2008.
DOI : 10.1016/j.ipm.2007.07.015

B. J. Jansen, D. L. Booth, and A. Spink, Query Modifications Patterns During Web Searching, Fourth International Conference on Information Technology (ITNG'07), pp.1358-1371, 2009.
DOI : 10.1109/ITNG.2007.164

Q. Jiang, C. Tan, C. W. Phang, K. K. Wei, and U. K. Hawaii, Using Sequence Analysis to Classify Web Usage Patterns across Websites, 2012 45th Hawaii International Conference on System Sciences, pp.3600-3609, 2012.
DOI : 10.1109/HICSS.2012.631

M. Karavidas, N. K. Lim, and S. L. Katsikas, The effects of computers on older adult users, Poster session presented at the annual meeting of the American Psychological Association, 2004.
DOI : 10.1016/j.chb.2004.03.012

M. Kellar, C. Watters, and M. Shepherd, A Goal-based Classification of Web Information Tasks, Proceedings of the American Society for Information Science and Technology, pp.1-22, 2007.
DOI : 10.5210/fm.v5i2.729

M. Kellar, C. Watters, and M. Shepherd, The Impact of Task on the Usage of Web Browser Navigation Mechanisms, Proceedings of Graphics Interface, pp.235-242, 2006.

K. S. Kim and B. Allen, Cognitive and task influences on Web searching behavior, Journal of the American Society for Information Science and Technology, vol.2, issue.2, pp.109-119, 2002.
DOI : 10.1016/S0306-4573(98)00035-1

H. Kim and D. R. Fesenmaier, Persuasive Design of Destination Web Sites: An Analysis of First Impression, Journal of Travel Research, vol.72, issue.2, pp.3-13, 2008.
DOI : 10.1086/208520

M. Kitajima, Comprehension-Based Approach to HCI for Designing Interaction in Information Space Human- Centred Computing: Cognitive, Social and Ergonomic Aspects Cognitive Architecture for Website Design and Usability Evaluation: Comprehension and Information Scent in Performing by Exploration, Proceedings of HCI International Proceedings of HCI International, pp.1031-1035, 2003.

M. Kitajima, Vers un modèle de recherche d'information basé sur la compréhension, Usages, usagers et compétences informationnelles au 21e siècle, pp.285-310, 2008.

L. Kaufman and P. Rousseeuw, Finding groups in data: an introduction to cluster analysis, 2005.
DOI : 10.1002/9780470316801

M. Kellar, C. Watters, and &. K. , An exploration of web-based monitoring, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '07, pp.377-286
DOI : 10.1145/1240624.1240686

R. Khoury, T. Dawborn, and W. Huang, Visualising web browsing data for user behaviour analysis, Proceedings of the 23rd Australian Computer-Human Interaction Conference on, OzCHI '11, pp.177-180, 2011.
DOI : 10.1145/2071536.2071564

D. A. Kolb, Experiential learning: Experience as the source of learning and development, 1984.

D. A. Kolb, Management and the Learning Process, California Management Review, vol.18, issue.3, pp.21-31, 1976.
DOI : 10.1037/11449-000

P. Langfelder, B. Zhang, and . Horvath, Defining clusters from a hierarchical cluster tree: the Dynamic Tree Cut package for R, Bioinformatics, vol.24, issue.5, pp.24-719, 2007.
DOI : 10.1093/bioinformatics/btm563

A. Large, J. Beheshti, and T. Rahman, Gender differences in collaborative Web searching behavior: an elementary school study, Information Processing & Management, vol.38, issue.3, pp.427-443, 2002.
DOI : 10.1016/S0306-4573(01)00034-6

A. W. Lazonder, H. J. Biemans, and I. G. Worpeis, Differences between novice and experienced users in searching information on the World Wide Web, Journal of the American Society for Information Science, vol.49, issue.6, pp.576-581, 2000.
DOI : 10.1002/(SICI)1097-4571(1998)49:11<1024::AID-ASI9>3.0.CO;2-Y

URL : https://hal.archives-ouvertes.fr/hal-00190798

D. Lee, J. Mccool, and L. &napieralski, Assessing adult learning preferences using the analytic hierarchy process, International Journal of Lifelong Education, vol.1, issue.6, pp.548-560, 2000.
DOI : 10.1080/00098659809599346

L. Guel and F. , Analyse économique du comportement des internautes : Mesure, adoption et usages, Thèse, 2004.

V. Levensthein, Binary codes capable of correcting delections, insertions and reversals, Soviet Physics Doklady, vol.10, issue.8, pp.707-710, 1966.

H. Lin and L. Chen, Discovering Learning Pattern in Different Cognitive Style of Learners, 2008 Third International Conference on Convergence and Hybrid Information Technology, pp.268-273, 2008.
DOI : 10.1109/ICCIT.2008.238

J. Ling and P. Van-schaik, The influence of font type and line length on visual search and information retrieval in web pages, International Journal of Human-Computer Studies, vol.64, issue.5, pp.395-404, 2006.
DOI : 10.1016/j.ijhcs.2005.08.015

K. F. Lim and J. Lee, IT skills of university undergraduate students enrolled in a first year unit, Australasian Journal of Educational Technology, vol.16, issue.3, pp.215-238, 2000.
DOI : 10.14742/ajet.1834

J. Liu and S. Zhang, Characterizing Web usage regularities with information foraging agents, Proceedings of IEEE Transactions on Knowledge and Data Engineering. (Pp, pp.566-584, 2004.

C. Liu, R. W. White, and S. Dumais, Understanding web browsing behaviors through Weibull analysis of dwell time, Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval, SIGIR '10, pp.379-386, 2010.
DOI : 10.1145/1835449.1835513

W. Liu, F. Guo, G. Ye, and X. Liang, How homepage aesthetic design influences users??? satisfaction: Evidence from China, Displays, vol.42, pp.25-35, 2016.
DOI : 10.1016/j.displa.2016.02.004

L. Lorigo, M. Haridasan, H. Brynjarsdóttir, L. Xia, T. Joachims et al., Eye tracking and online search: Lessons learned and challenges ahead, Journal of the American Society for Information Science and Technology, vol.14, issue.7, pp.59-1041, 2008.
DOI : 10.1002/asi.20794

P. J. Lynch and S. Horton, Web style guide: Basic design principles for creating web sites, 2002.

N. Milic-frayling, R. Jones, K. Rodden, G. Smyth, A. Blackwell et al., Smartback, Proceedings of the 13th conference on World Wide Web , WWW '04, pp.63-71, 2004.
DOI : 10.1145/988672.988682

C. G. Minetou, S. Y. Chen, and X. Liu, Investigation of the Use of Navigation Tools in Web-Based Learning: A Data Mining Approach, International Journal of Human-Computer Interaction, vol.39, issue.3, pp.48-67, 2008.
DOI : 10.1016/S1389-1286(02)00211-6

J. B. Morrison, P. Pirolli, and S. K. Card, A taxonomic analysis of what world wide web activities significantly impact people's decisions and actions, CHI '01 extended abstracts on Human factors in computing systems , CHI '01, pp.163-164, 2001.
DOI : 10.1145/634067.634167

F. Murtagh and P. Legendre, Ward's hierarchical clustering method: clustering criterion and agglomerative algorithm, Computing Research Repository, pp.1-20, 2011.

R. Navarro-pietro, M. Scaife, and Y. Rogers, Cognitive strategies in web searching, Proceedings of the 5 th Conference on Human Factors & the Web, pp.43-56, 1999.

J. Nielsen, Designing Web Usability Indianapolis: New Riders Publishing Nielsen Homepage Real Estate Allocation, 2000.

J. Nielsen and H. Loranger, Prioritizing Web Usability, 2006.

J. Nielsen, How Long Do Users Stay on Web Pages? Récupéré sur useit, 2011.

H. Obendorf, H. Weinreich, E. Herder, and M. Mayer, Web page revisitation revisited, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '07, pp.597-606, 2007.
DOI : 10.1145/1240624.1240719

P. Odell, K. Korgen, P. Schumacher, and M. Delucchi, Internet Use Among Female and Male College Students, CyberPsychology & Behavior, vol.3, issue.5, pp.855-862, 2000.
DOI : 10.1089/10949310050191836

R. Pak and M. M. Price, Designing an Information Search Interface for Younger and Older Adults, Human Factors: The Journal of the Human Factors and Ergonomics Society, vol.9, issue.1, pp.614-628, 2008.
DOI : 10.1207/s15327590ijhc0902_6

G. Pallis, L. Angelis, and A. Vakali, Validation and interpretation of Web users??? sessions clusters, Information Processing & Management, vol.43, issue.5, pp.1348-1367, 2007.
DOI : 10.1016/j.ipm.2006.10.010

R. A. Palmquist and K. Kim, Cognitive style and on-line database search experience as predictors of Web search performance, Journal of the American Society for Information Science, vol.22, issue.6, pp.558-566, 2000.
DOI : 10.1177/016555159602200201

B. Pan, H. Hembrooke, G. Gay, L. Granka, M. Feusner et al., The determinants of web page viewing behavior, Proceedings of the Eye tracking research & applications symposium on Eye tracking research & applications , ETRA'2004, pp.147-154, 2004.
DOI : 10.1145/968363.968391

C. Perin, P. Dragicevic, and J. Fekete, Revisiting Bertin Matrices: New Interactions for Crafting Tabular Visualizations, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2082-2091, 2014.
DOI : 10.1109/TVCG.2014.2346279

URL : https://hal.archives-ouvertes.fr/hal-01023890

P. Pirolli and S. Card, Information foraging., Psychological Review, vol.106, issue.4, pp.643-675, 1999.
DOI : 10.1037/0033-295X.106.4.643

P. Pirolli, W. Fu, R. Reeder, and S. K. Card, A user-tracing architecture for modeling interaction with the world wide web, Proceedings of the Working Conference on Advanced Visual Interfaces, AVI '02, pp.75-83, 2002.
DOI : 10.1145/1556262.1556272

P. Pirolli and W. Fu, SNIF-ACT: A Model of Information Foraging on the World Wide Web, Proceedings of the 9th international conference on User modeling, pp.45-54, 2003.
DOI : 10.1007/3-540-44963-9_8

H. Potelle and J. Rouet, Effects of content representation and readers??? prior knowledge on the comprehension of hypertext, International Journal of Human-Computer Studies, vol.58, issue.3, pp.327-345, 2003.
DOI : 10.1016/S1071-5819(03)00016-8

URL : https://hal.archives-ouvertes.fr/hal-00115932

A. Protopsaltis and V. Bouki, Gender and information processing in electronic age, Proceedings of the 26th annual ACM international conference on Design of communication, SIGDOC '08, 2008.
DOI : 10.1145/1456536.1456563

R. Riding and S. J. Rayner, Cognitive Styles and Learning Strategies Cognitive styles analysis, 1991.

D. E. Rose and D. Levinson, Understanding user goals in web search, Proceedings of the 13th conference on World Wide Web , WWW '04, pp.13-19, 2004.
DOI : 10.1145/988672.988675

J. Rouet and A. Tricot, Recherche d'informations dans les systèmes hypertextes : des représentations de la tâche à un modèle de l'activité cognitive, Sciences et Techniques Educatives, vol.2, issue.3, pp.307-331, 1995.

J. Rouet and A. Tricot, Chercher de l'information dans un hypertexte : vers un modèle des processus cognitifs, Les hypermédias, approches cognitives et ergonomiques, 1998.

M. Roy, R. Taylor, and M. T. Chi, Gender Differences in Patterns of Searching the Web, Journal of Educational Computing Research, vol.9, issue.1, pp.335-348, 2003.
DOI : 10.1207/s15327809jls0901_5

B. Ruiz, J. L. Pajares, F. Utray, and L. Moreno, Design for All in multimedia guides for museums, Computers in Human Behavior, vol.27, issue.4, pp.1408-1415, 2011.
DOI : 10.1016/j.chb.2010.07.044

L. Scott, A Re-Examination of Fortune 500 Homepage Design Practices. Transactions on professional communication, pp.20-44, 2015.

J. Sharit, M. A. Hernandez, S. J. Czaja, and P. L. Pirolli, Investigating the Roles of Knowledge and Cognitive Abilities in Older Adult Information Seeking on the Web, ACM Transactions on Computer-Human Interaction, vol.15, issue.1, pp.3-28, 2008.
DOI : 10.1145/1352782.1352785

S. Shrestha and K. Lenz, Eye gaze patterns while searching vs. browsing a Website, Usability News, vol.9, issue.1, 2007.

N. Sujatha and K. Iyakutty, Refinement of Web usage Data Clustering from K-means with Genetic Algorithm, European Journal of Scientific Research, vol.42, issue.3, pp.478-490, 2010.

V. Sujatha and . Punithavalli, Improved user Navigation Pattern Prediction Technique from Web Log Data, Procedia Engineering, vol.30, pp.92-99, 2012.
DOI : 10.1016/j.proeng.2012.01.838

URL : https://doi.org/10.1016/j.proeng.2012.01.838

T. Sullivan, Reading reader reaction: A proposal for inferential analysis of web server log files, Proceedings of the 3rd Conference Human Factors and the web, 1997.

L. Tauscher and S. Greenberg, Revisitation patterns in World Wide Web navigation, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '97, pp.399-406, 1997.
DOI : 10.1145/258549.258816

J. Teevan, C. Alvarado, M. S. Ackerman, and D. R. Karger, The perfect search engine is not enough, Proceedings of the 2004 conference on Human factors in computing systems , CHI '04, pp.415-422, 2004.
DOI : 10.1145/985692.985745

J. Teevan, E. Adar, R. Jones, and M. A. Potts, Information re-retrieval, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, SIGIR '07, pp.151-158, 2007.
DOI : 10.1145/1277741.1277770

B. Tullis and B. Albert, Measuring the user experience, 2008.

A. Thatcher, Web search strategies: The influence of web experience and task type. Information Processing and Management, pp.1308-1329, 2008.

A. Tricot, C. Pierre-demarcy, R. Boussarghini, and . El, Un panorama des recherches sur l'activité mentale de l'utilisateur d'un hypermédia, Sciences et Techniques Éducatives, vol.5, issue.4, pp.371-400, 1998.

A. Tricot and J. F. Rouet, Activités de navigation dans les systèmes d'information. Psychologie ergonomique : tendances actuelles, pp.71-95, 2004.

G. Vanderheiden, Fundamental principals and priority setting for universal usability, Proceedings of the ACM Universal Usability Conference, pp.32-38, 2000.

A. Van-deursen and J. Van-dijk, Using the Internet: Skill related problems in users??? online behavior, Interacting with Computers, vol.21, issue.5-6, pp.393-402, 2009.
DOI : 10.1016/j.intcom.2009.06.005

C. Van-slyke, C. L. Comunale, and F. Belanger, Gender differences in perceptions of web-based shopping, Communications of the ACM, vol.45, issue.8, pp.82-86, 2002.
DOI : 10.1145/545151.545155

P. Wang, W. B. Hawk, and C. Tenopir, Users??? interaction with World Wide Web resources: an exploratory study using a holistic approach, Information Processing & Management, vol.36, issue.2, pp.229-251, 2000.
DOI : 10.1016/S0306-4573(99)00059-X

I. Weber and A. Jaimes, Demographic information flows, Proceedings of the 19th ACM international conference on Information and knowledge management, CIKM '10, pp.1521-1524, 2010.
DOI : 10.1145/1871437.1871662

I. Weber and A. Jaimes, Who Uses Web Search for What ? And How ? Not quite the average : an empirical study of web usage, Proceedings on WSDM'2011, pp.15-24, 2008.

E. Weiser, Gender Differences in Internet Use Patterns and Internet Application Preferences: A Two-Sample Comparison, CyberPsychology & Behavior, vol.3, issue.2, pp.67-178, 2000.
DOI : 10.1089/109493100316012

R. W. White and S. M. Drucker, Investigating behavioral variability in web search, Proceedings of the 16th international conference on World Wide Web , WWW '07, pp.21-30, 2007.
DOI : 10.1145/1242572.1242576

R. W. White, S. Dumais, and J. Teevan, How medical expertise influences websearch interaction, Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval, pp.781-792, 2008.
DOI : 10.1145/1390334.1390506

URL : http://research.microsoft.com/~sdumais/SIGIR2008-Expertise-pp879-white.pdf

R. W. White, S. T. Dumais, and J. Teevan, Characterizing the influence of domain expertise on web search behavior, Proceedings of the Second ACM International Conference on Web Search and Data Mining, WSDM '09, pp.132-142, 2009.
DOI : 10.1145/1498759.1498819

R. W. White and E. Horvitz, Studies of the onset and persistence of medical concerns in search logs, Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, SIGIR '12, pp.265-274, 2012.
DOI : 10.1145/2348283.2348322

H. A. Witkin, C. A. Moore, D. R. Goodenough, and P. W. Cox, Field-Dependent and Field-Independent Cognitive Styles and Their Educational Implications, Review of Educational Research, vol.47, issue.1, pp.1-64, 1977.
DOI : 10.3102/00346543047001001

S. S. Won, J. Jin, and J. I. Hong, Contextual web history, Proceedings of the 27th international conference on Human factors in computing systems, CHI 09, pp.1457-1466, 2009.
DOI : 10.1145/1518701.1518922

N. Yu and J. Kong, User experience with web browsing on small screens: Experimental investigations of mobile-page interface design and homepage design for news websites, Information Sciences, vol.330, pp.427-443, 2016.
DOI : 10.1016/j.ins.2015.06.004

H. Zhang and S. Zhao, Measuring web page revisitation in tabbed browsing, Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, pp.1831-1834, 2011.
DOI : 10.1145/1978942.1979207

M. Zhou, Gender difference in web search perceptions and behavior: Does it vary by task performance? Computers and Education, pp.174-184, 2014.