{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T09:53:15Z","timestamp":1777369995946,"version":"3.51.4"},"publisher-location":"Cham","reference-count":139,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030601133","type":"print"},{"value":"9783030601140","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-60114-0_42","type":"book-chapter","created":{"date-parts":[[2020,10,2]],"date-time":"2020-10-02T13:03:47Z","timestamp":1601643827000},"page":"635-661","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["How Contextual Data Influences User Experience with Scholarly Recommender Systems: An Empirical Framework"],"prefix":"10.1007","author":[{"given":"Zohreh Dehghani","family":"Champiri","sequence":"first","affiliation":[]},{"given":"Brian","family":"Fisher","sequence":"additional","affiliation":[]},{"given":"Loo Chu","family":"Kiong","sequence":"additional","affiliation":[]},{"given":"Mahmoud","family":"Danaee","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,10,3]]},"reference":[{"key":"42_CR1","doi-asserted-by":"crossref","unstructured":"Beel, J., et al.: Research paper recommender system evaluation: a quantitative literature survey. In: Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation. ACM (2013)","DOI":"10.1145\/2532508.2532512"},{"issue":"4","key":"42_CR2","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s00799-015-0156-0","volume":"17","author":"J Beel","year":"2016","unstructured":"Beel, J., et al.: Paper recommender systems: a literature survey. Int. J. Digit. Libraries 17(4), 305\u2013338 (2016)","journal-title":"Int. J. Digit. Libraries"},{"key":"42_CR3","doi-asserted-by":"crossref","unstructured":"McNee, S.M., Riedl, J., Konstan, J.A.: Being accurate is not enough: how accuracy metrics have hurt recommender systems. In: CHI 2006 Extended Abstracts on Human Factors in Computing Systems. ACM (2006)","DOI":"10.1145\/1125451.1125659"},{"issue":"1","key":"42_CR4","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s11257-011-9112-x","volume":"22","author":"JA Konstan","year":"2012","unstructured":"Konstan, J.A., Riedl, J.: Recommender systems: from algorithms to user experience. User Model. User-Adapt. Interact. 22(1), 101\u2013123 (2012)","journal-title":"User Model. User-Adapt. Interact."},{"key":"42_CR5","unstructured":"Nguyen, T.: Enhancing user experience with recommender systems beyond prediction accuracies. Ph.D Dissertation, The University of Minnesota (2016)"},{"issue":"4\u20135","key":"42_CR6","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1007\/s11257-011-9118-4","volume":"22","author":"BP Knijnenburg","year":"2012","unstructured":"Knijnenburg, B.P., et al.: Explaining the user experience of recommender systems. User Model. User-Adapt. Interact. 22(4\u20135), 441\u2013504 (2012)","journal-title":"User Model. User-Adapt. Interact."},{"key":"42_CR7","doi-asserted-by":"crossref","unstructured":"Champiri, Z.D., et al.: User experience and recommender systems. In: 2019 2nd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET). IEEE (2019)","DOI":"10.1109\/ICOMET.2019.8673410"},{"issue":"2","key":"42_CR8","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1080\/01449290500330331","volume":"25","author":"M Hassenzahl","year":"2006","unstructured":"Hassenzahl, M., Tractinsky, N.: User experience-a research agenda. Behav. Inf. Technol. 25(2), 91\u201397 (2006)","journal-title":"Behav. Inf. Technol."},{"issue":"5","key":"42_CR9","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1145\/1015530.1015549","volume":"11","author":"J McCarthy","year":"2004","unstructured":"McCarthy, J., Wright, P.: Technology as experience. Interactions 11(5), 42\u201343 (2004)","journal-title":"Interactions"},{"key":"42_CR10","doi-asserted-by":"crossref","unstructured":"Law, E.L.-C., et al.: Understanding, scoping and defining user experience: a survey approach. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM (2009)","DOI":"10.1145\/1518701.1518813"},{"issue":"3","key":"42_CR11","doi-asserted-by":"publisher","first-page":"1743","DOI":"10.1016\/j.eswa.2014.09.017","volume":"42","author":"ZD Champiri","year":"2015","unstructured":"Champiri, Z.D., Shahamiri, S.R., Salim, S.S.B.: A systematic review of scholar context-aware recommender systems. Expert Syst. Appl. 42(3), 1743\u20131758 (2015)","journal-title":"Expert Syst. Appl."},{"key":"42_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4302-4150-8","volume-title":"User Experience Innovation: User Centered Design that Works","author":"C Kraft","year":"2012","unstructured":"Kraft, C.: User Experience Innovation: User Centered Design that Works. Apress, New York (2012)"},{"key":"42_CR13","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/978-1-84882-963-3","volume-title":"Evaluating User Experience in Games: Concepts and Methods","author":"R Bernhaupt","year":"2010","unstructured":"Bernhaupt, R.: Evaluating User Experience in Games: Concepts and Methods, p. 277. Springer, London (2010). https:\/\/doi.org\/10.1007\/978-1-84882-963-3"},{"issue":"2","key":"42_CR14","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1007\/s10115-018-1324-5","volume":"61","author":"Z Dehghani Champiri","year":"2019","unstructured":"Dehghani Champiri, Z., Asemi, A., Siti Salwah Binti, S.: Meta-analysis of evaluation methods and metrics used in context-aware scholarly recommender systems. Knowl. Inf. Syst. 61(2), 1147\u20131178 (2019). https:\/\/doi.org\/10.1007\/s10115-018-1324-5","journal-title":"Knowl. Inf. Syst."},{"issue":"11","key":"42_CR15","doi-asserted-by":"publisher","first-page":"948","DOI":"10.7763\/IJSSH.2015.V5.585","volume":"5","author":"Z Champiri","year":"2015","unstructured":"Champiri, Z., Salim, S.S., Shahamiri, S.R.: The role of context for recommendations in digital libraries. Int. J. Soc. Sci. Humanity 5(11), 948\u2013954 (2015)","journal-title":"Int. J. Soc. Sci. Humanity"},{"key":"42_CR16","unstructured":"Hart, J.: Investigating user experience and user engagement for design (2015)"},{"issue":"2","key":"42_CR17","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1080\/15710880500135987","volume":"1","author":"FS Visser","year":"2005","unstructured":"Visser, F.S., et al.: Contextmapping: experiences from practice. CoDesign 1(2), 119\u2013149 (2005)","journal-title":"CoDesign"},{"key":"42_CR18","doi-asserted-by":"crossref","unstructured":"Monk, A., et al.: Funology: designing enjoyment. In: CHI 2002 Extended Abstracts on Human Factors in Computing Systems. ACM (2002)","DOI":"10.1145\/506443.506661"},{"key":"42_CR19","volume-title":"Pleasure with Products: Beyond Usability","author":"WS Green","year":"2003","unstructured":"Green, W.S., Jordan, P.W.: Pleasure with Products: Beyond Usability. CRC Press, Boca Raton (2003)"},{"issue":"2","key":"42_CR20","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/S0953-5438(00)00031-X","volume":"13","author":"N Tractinsky","year":"2000","unstructured":"Tractinsky, N., Katz, A.S., Ikar, D.: What is beautiful is usable. Interact. Comput. 13(2), 127\u2013145 (2000)","journal-title":"Interact. Comput."},{"key":"42_CR21","doi-asserted-by":"crossref","unstructured":"Sanders, E.B.-N., From user-centered to participatory design approaches. In: Design and the Social Sciences: Making Connections, vol. 1, no. 8 (2002)","DOI":"10.1201\/9780203301302.ch1"},{"key":"42_CR22","volume-title":"The Design of Everyday Things","author":"D Norman","year":"2013","unstructured":"Norman, D.: The Design of Everyday Things, Revised and expanded edition edn. Basic Books, New York (2013)","edition":"Revised and exp"},{"key":"42_CR23","doi-asserted-by":"crossref","unstructured":"Pu, P., Chen, L., Hu, R.: A user-centric evaluation framework for recommender systems. In: Proceedings of the Fifth ACM Conference on Recommender Systems. ACM (2011)","DOI":"10.1145\/2043932.2043962"},{"key":"42_CR24","unstructured":"Mcnee, S.M.: Meeting user information needs in recommender systems. Proquest (2006)"},{"key":"42_CR25","doi-asserted-by":"crossref","unstructured":"McNee, S.M., Riedl, J., Konstan, J.A.: Making recommendations better: an analytic model for human-recommender interaction. In: CHI 2006 Extended Abstracts on Human Factors in Computing Systems. ACM (2006)","DOI":"10.1145\/1125451.1125660"},{"key":"42_CR26","first-page":"181","volume-title":"Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research","author":"M Fishbein","year":"1975","unstructured":"Fishbein, M., Ajzen, L.: Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research, pp. 181\u2013202. Addison-Wesley, Reading (1975)"},{"issue":"8","key":"42_CR27","doi-asserted-by":"publisher","first-page":"982","DOI":"10.1287\/mnsc.35.8.982","volume":"35","author":"FD Davis","year":"1989","unstructured":"Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manag. Sci. 35(8), 982\u20131003 (1989)","journal-title":"Manag. Sci."},{"key":"42_CR28","doi-asserted-by":"publisher","first-page":"425","DOI":"10.2307\/30036540","volume":"27","author":"V Venkatesh","year":"2003","unstructured":"Venkatesh, V., et al.: User acceptance of information technology: toward a unified view. MIS Q. 27, 425\u2013478 (2003)","journal-title":"MIS Q."},{"issue":"4","key":"42_CR29","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1145\/1460355.1460357","volume":"15","author":"J Hartmann","year":"2008","unstructured":"Hartmann, J., Sutcliffe, A., Angeli, A.D.: Towards a theory of user judgment of aesthetics and user interface quality. ACM Trans. Comput.-Hum. Interact. (TOCHI) 15(4), 15 (2008)","journal-title":"ACM Trans. Comput.-Hum. Interact. (TOCHI)"},{"issue":"1","key":"42_CR30","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1080\/01449290903004012","volume":"29","author":"AA Ozok","year":"2010","unstructured":"Ozok, A.A., Fan, Q., Norcio, A.F.: Design guidelines for effective recommender system interfaces based on a usability criteria conceptual model: results from a college student population. Behav. Inf. Technol. 29(1), 57\u201383 (2010)","journal-title":"Behav. Inf. Technol."},{"issue":"2","key":"42_CR31","doi-asserted-by":"publisher","first-page":"121","DOI":"10.3727\/109830506778001456","volume":"8","author":"U Bauernfeind","year":"2005","unstructured":"Bauernfeind, U., Zins, A.H.: The perception of exploratory browsing and trust with recommender websites. Inf. Technol. Tour. 8(2), 121\u2013136 (2005)","journal-title":"Inf. Technol. Tour."},{"issue":"1","key":"42_CR32","doi-asserted-by":"publisher","first-page":"137","DOI":"10.2307\/25148784","volume":"31","author":"B Xiao","year":"2007","unstructured":"Xiao, B., Benbasat, I.: E-commerce product recommendation agents: use, characteristics, and impact. MIS Q. 31(1), 137\u2013209 (2007)","journal-title":"MIS Q."},{"issue":"4","key":"42_CR33","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1080\/00207590701396674","volume":"42","author":"M Th\u00fcring","year":"2007","unstructured":"Th\u00fcring, M., Mahlke, S.: Usability, aesthetics and emotions in human\u2013technology interaction. Int. J. Psychol. 42(4), 253\u2013264 (2007)","journal-title":"Int. J. Psychol."},{"key":"42_CR34","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/978-0-387-85820-3_7","volume-title":"Recommender Systems Handbook","author":"G Adomavicius","year":"2011","unstructured":"Adomavicius, G., Tuzhilin, A.: Context-aware recommender systems. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 217\u2013253. Springer, Boston, MA (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_7"},{"key":"42_CR35","unstructured":"Panniello, U., Gorgoglione, M.: Context-aware recommender systems: a comparison of three approaches. In: DART@ AI* IA (2011)"},{"issue":"5","key":"42_CR36","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/s00779-011-0417-x","volume":"16","author":"L Baltrunas","year":"2012","unstructured":"Baltrunas, L., et al.: Context relevance assessment and exploitation in mobile recommender systems. Pers. Ubiquitous Comput. 16(5), 507\u2013526 (2012)","journal-title":"Pers. Ubiquitous Comput."},{"issue":"3","key":"42_CR37","first-page":"21","volume":"7","author":"M Hassenzahl","year":"2013","unstructured":"Hassenzahl, M., et al.: Designing moments of meaning and pleasure. Exp. Des. Happiness Int. J. Des. 7(3), 21\u201331 (2013)","journal-title":"Exp. Des. Happiness Int. J. Des."},{"issue":"4","key":"42_CR38","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/s11257-012-9120-5","volume":"22","author":"A Felfernig","year":"2012","unstructured":"Felfernig, A., Burke, R., Pu, P.: Preface to the special issue on user interfaces for recommender systems. User Model. User-Adapted Interact. 22(4), 313\u2013316 (2012)","journal-title":"User Model. User-Adapted Interact."},{"key":"42_CR39","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/978-3-642-34752-8_32","volume-title":"The Outreach of Digital Libraries: A Globalized Resource Network","author":"J-J Kuo","year":"2012","unstructured":"Kuo, J.-J., Zhang, Y.-J.: A library recommender system using interest change over time and matrix clustering. In: Chen, H.-H., Chowdhury, G. (eds.) ICADL 2012. LNCS, vol. 7634, pp. 259\u2013268. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-34752-8_32"},{"key":"42_CR40","doi-asserted-by":"crossref","unstructured":"McNee, S.M., Kapoor, N., Konstan, J.A.: Don\u2019t look stupid: avoiding pitfalls when recommending research papers. In: Proceedings of the 2006 20th Anniversary Conference on Computer Supported Cooperative Work. ACM (2006)","DOI":"10.1145\/1180875.1180903"},{"key":"42_CR41","unstructured":"Marko A., Rodriguez, D.W.A., Shinavier, J., Ebersole, G.: A recommender system to support the scholarly communication process. CoRR abs\/0905.1594 (2009)"},{"key":"42_CR42","unstructured":"Konstan, J.A., et al.: Techlens: Exploring the use of recommenders to support users of digital libraries. In: CNI Fall Task Force Meeting Project Briefing. Coalition for Networked Information, Phoenix, AZ (2005)"},{"key":"42_CR43","doi-asserted-by":"crossref","unstructured":"Dehghani, Z., et al.: A multi-layer contextual model for recommender systems in digital libraries. In: Aslib Proceedings, vol. 63, no. 6, pp. 555\u2013569 (2011)","DOI":"10.1108\/00012531111187216"},{"key":"42_CR44","unstructured":"Patton, R., Potok, T., Worley, B.: Discovery & refinement of scientific information via a recommender system. In: The Second International Conference on Advanced Communications and Computation INFOCOMP 2012 (2012)"},{"key":"42_CR45","unstructured":"Rodriguez, M.A., et al.: A recommender system to support the scholarly communication process. arXiv preprint arXiv:0905.1594 (2009)"},{"issue":"1","key":"42_CR46","first-page":"151","volume":"4","author":"C Rana","year":"2013","unstructured":"Rana, C.: New dimensions of temporal serendipity and temporal novelty in recommender system. Adv. Appl. Sci. Res. 4(1), 151\u2013157 (2013)","journal-title":"Adv. Appl. Sci. Res."},{"issue":"4","key":"42_CR47","first-page":"54","volume":"5","author":"P Adamopoulos","year":"2015","unstructured":"Adamopoulos, P., Tuzhilin, A.: On unexpectedness in recommender systems: or how to better expect the unexpected. ACM Trans. Intell. Syst. Technol. (TIST) 5(4), 54 (2015)","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"key":"42_CR48","unstructured":"Strangman, N., Hall, T.: Background knowledge. National Center on Assessing the General Curriculum, Wakefield, MA, vol. 26, p. 2005 (2004). Accessed Sept 2004"},{"key":"42_CR49","doi-asserted-by":"crossref","unstructured":"Amini, B., et al.: Incorporating scholar\u2019s background knowledge into recommender system for digital libraries. In: 2011 5th Malaysian Conference in Software Engineering (MySEC). IEEE (2011)","DOI":"10.1109\/MySEC.2011.6140721"},{"key":"42_CR50","doi-asserted-by":"crossref","unstructured":"McNee, S.M., et al.: On the recommending of citations for research papers. In: Proceedings of the 2002 ACM Conference on Computer Supported Cooperative Work. ACM (2002)","DOI":"10.1145\/587078.587096"},{"key":"42_CR51","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1007\/978-3-642-38844-6_3","volume-title":"User Modeling, Adaptation, and Personalization","author":"D Jannach","year":"2013","unstructured":"Jannach, D., Lerche, L., Gedikli, F., Bonnin, G.: What recommenders recommend \u2013 an analysis of accuracy, popularity, and sales diversity effects. In: Carberry, S., Weibelzahl, S., Micarelli, A., Semeraro, G. (eds.) UMAP 2013. LNCS, vol. 7899, pp. 25\u201337. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38844-6_3"},{"issue":"9","key":"42_CR52","doi-asserted-by":"publisher","first-page":"1503","DOI":"10.1016\/j.ins.2011.01.012","volume":"181","author":"J Serrano-Guerrero","year":"2011","unstructured":"Serrano-Guerrero, J., et al.: A Google wave-based fuzzy recommender system to disseminate information in University Digital Libraries 2.0. Inf. Sci. 181(9), 1503\u20131516 (2011)","journal-title":"Inf. Sci."},{"issue":"4","key":"42_CR53","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1108\/OIR-10-2011-0172","volume":"37","author":"W-S Yang","year":"2013","unstructured":"Yang, W.-S., Lin, Y.-R.: A task-focused literature recommender system for digital libraries. Online Inf. Rev. 37(4), 581\u2013601 (2013)","journal-title":"Online Inf. Rev."},{"key":"42_CR54","doi-asserted-by":"crossref","unstructured":"Tsai, C.-H.: An interactive and interpretable interface for diversity in recommender systems. In: Proceedings of the 22nd International Conference on Intelligent User Interfaces Companion, pp. 225\u2013228. ACM, Limassol and Cyprus (2017)","DOI":"10.1145\/3030024.3038292"},{"key":"42_CR55","unstructured":"Adomavicius, G., Kwon, Y.: Maximizing aggregate recommendation diversity: a graph-theoretic approach. In: Proceedings of the 1st International Workshop on Novelty and Diversity in Recommender Systems (DiveRS 2011) (2011)"},{"issue":"3","key":"42_CR56","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1108\/14684520310481436","volume":"27","author":"S-YH Hwang","year":"2003","unstructured":"Hwang, S.-Y.H., Hsiung, W.C., Yang, W.S.: A prototype WWW literature recommendation system for digital libraries. Online Inf. Rev. 27(3), 169\u2013182 (2003)","journal-title":"Online Inf. Rev."},{"key":"42_CR57","doi-asserted-by":"crossref","unstructured":"Tsuji, K., et al.: Use of library loan records for book recommendation. In: 2012 IIAI International Conference on Advanced Applied Informatics (IIAIAAI). IEEE (2012)","DOI":"10.1109\/IIAI-AAI.2012.16"},{"issue":"1","key":"42_CR58","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1145\/963770.963773","volume":"22","author":"SE Middleton","year":"2004","unstructured":"Middleton, S.E., Shadbolt, N.R., De Roure, D.C.: Ontological user profiling in recommender systems. ACM Trans. Inf. Syst. (TOIS) 22(1), 54\u201388 (2004)","journal-title":"ACM Trans. Inf. Syst. (TOIS)"},{"key":"42_CR59","doi-asserted-by":"crossref","unstructured":"Jung, S., et al.: SERF: integrating human recommendations with search. In Proceedings of the Thirteenth ACM International Conference on Information and Knowledge Management ACM (2004)","DOI":"10.1145\/1031171.1031277"},{"key":"42_CR60","first-page":"478","volume":"147","author":"F Yoshikane","year":"2013","unstructured":"Yoshikane, F., Itsumura, H.: Book recommendation based on library loan records and bibliographic information. Procedia-Soc. Behav. Sci. 147, 478\u2013486 (2013)","journal-title":"Procedia-Soc. Behav. Sci."},{"issue":"4\u20135","key":"42_CR61","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1007\/s11257-011-9116-6","volume":"22","author":"A Pommeranz","year":"2012","unstructured":"Pommeranz, A., et al.: Designing interfaces for explicit preference elicitation: a user-centered investigation of preference representation and elicitation process. User Model. User-Adapted Interact. 22(4\u20135), 357\u2013397 (2012)","journal-title":"User Model. User-Adapted Interact."},{"issue":"4\u20135","key":"42_CR62","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1007\/s11257-011-9115-7","volume":"22","author":"P Pu","year":"2012","unstructured":"Pu, P., Chen, L., Hu, R.: Evaluating recommender systems from the user\u2019s perspective: survey of the state of the art. User Model. User-Adapted Interact. 22(4\u20135), 317\u2013355 (2012)","journal-title":"User Model. User-Adapted Interact."},{"issue":"2","key":"42_CR63","first-page":"75","volume":"2","author":"R Dunn","year":"2002","unstructured":"Dunn, R., Beaudry, J.S., Klavas, A.: Survey of research on learning styles. California J. Sci. Educ. 2(2), 75\u201398 (2002)","journal-title":"California J. Sci. Educ."},{"key":"42_CR64","unstructured":"Swearingen, K., Sinha, R.: Interaction design for recommender systems. In: Designing Interactive Systems (2002)"},{"key":"42_CR65","doi-asserted-by":"crossref","unstructured":"Kelly, D., Fu, X.: Elicitation of term relevance feedback: an investigation of term source and context. In: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM (2006)","DOI":"10.1145\/1148170.1148249"},{"key":"42_CR66","doi-asserted-by":"crossref","unstructured":"Beel, J., et al.: Research paper recommender system evaluation, pp. 15\u201322 (2013)","DOI":"10.1145\/2532508.2532512"},{"key":"42_CR67","unstructured":"Herlocker, J., Jung, S., Webster, J.G.: Collaborative filtering for digital libraries (2012)"},{"key":"42_CR68","doi-asserted-by":"crossref","unstructured":"Felfernig, A., Burke, R.: Constraint-based recommender systems: technologies and research issues. In: Proceedings of the 10th International Conference on Electronic Commerce. ACM (2008)","DOI":"10.1145\/1409540.1409544"},{"issue":"1","key":"42_CR69","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"JL Herlocker","year":"2004","unstructured":"Herlocker, J.L., et al.: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. (TOIS) 22(1), 5\u201353 (2004)","journal-title":"ACM Trans. Inf. Syst. (TOIS)"},{"key":"42_CR70","doi-asserted-by":"crossref","unstructured":"Sinha, R., Swearingen, K.: The role of transparency in recommender systems. In: CHI 2002 Extended Abstracts on Human Factors in Computing Systems. ACM (2002)","DOI":"10.1145\/506443.506619"},{"key":"42_CR71","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"396","DOI":"10.1007\/978-3-642-40501-3_45","volume-title":"Research and Advanced Technology for Digital Libraries","author":"J Beel","year":"2013","unstructured":"Beel, J., Langer, S., N\u00fcrnberger, A., Genzmehr, M.: The impact of demographics (age and gender) and other user-characteristics on evaluating recommender systems. In: Aalberg, T., Papatheodorou, C., Dobreva, M., Tsakonas, G., Farrugia, C.J. (eds.) TPDL 2013. LNCS, vol. 8092, pp. 396\u2013400. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-40501-3_45"},{"issue":"6","key":"42_CR72","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1016\/S0092-6566(03)00046-1","volume":"37","author":"SD Gosling","year":"2003","unstructured":"Gosling, S.D., Rentfrow, P.J., Swann, W.B.: A very brief measure of the big-five personality domains. J. Res. Pers. 37(6), 504\u2013528 (2003)","journal-title":"J. Res. Pers."},{"issue":"1","key":"42_CR73","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1037\/0022-3514.52.1.81","volume":"52","author":"RR McCrae","year":"1987","unstructured":"McCrae, R.R., Costa, P.T.: Validation of the five-factor model of personality across instruments and observers. J. Pers. Soc. Psychol. 52(1), 81 (1987)","journal-title":"J. Pers. Soc. Psychol."},{"issue":"7","key":"42_CR74","doi-asserted-by":"publisher","first-page":"1675","DOI":"10.1016\/j.paid.2004.11.002","volume":"38","author":"G Kraaykamp","year":"2005","unstructured":"Kraaykamp, G., Van Eijck, K.: Personality, media preferences, and cultural participation. Pers. Individ. Differ. 38(7), 1675\u20131688 (2005)","journal-title":"Pers. Individ. Differ."},{"issue":"6","key":"42_CR75","doi-asserted-by":"publisher","first-page":"1236","DOI":"10.1037\/0022-3514.84.6.1236","volume":"84","author":"PJ Rentfrow","year":"2003","unstructured":"Rentfrow, P.J., Gosling, S.D.: The do re mi\u2019s of everyday life: the structure and personality correlates of music preferences. J. Pers. Soc. Psychol. 84(6), 1236 (2003)","journal-title":"J. Pers. Soc. Psychol."},{"issue":"3","key":"42_CR76","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1145\/245108.245121","volume":"40","author":"P Resnick","year":"1997","unstructured":"Resnick, P., Varian, H.R.: Recommender systems. Commun. ACM 40(3), 56\u201358 (1997)","journal-title":"Commun. ACM"},{"issue":"5","key":"42_CR77","first-page":"19","volume":"27","author":"MS Ackerman","year":"2005","unstructured":"Ackerman, M.S., Mainwaring, S.D.: Privacy issues and human-computer interaction. Computer 27(5), 19\u201326 (2005)","journal-title":"Computer"},{"key":"42_CR78","doi-asserted-by":"crossref","unstructured":"Knijnenburg, B.P., Willemsen, M.C.: The effect of preference elicitation methods on the user experience of a recommender system. In: CHI 2010 Extended Abstracts on Human Factors in Computing Systems. ACM (2010)","DOI":"10.1145\/1753846.1754001"},{"issue":"3","key":"42_CR79","first-page":"231","volume":"14","author":"J Tinschert","year":"2001","unstructured":"Tinschert, J., et al.: Fracture Resistance of Lithium Disilicate\u2013, Alumina-, and Zirconia-based three-unit fixed partial dentures: a laboratory study. Int. J. Prosthodontics 14(3), 231\u2013238 (2001)","journal-title":"Int. J. Prosthodontics"},{"key":"42_CR80","doi-asserted-by":"crossref","unstructured":"Bollen, J., Van de Sompel, H.: An architecture for the aggregation and analysis of scholarly usage data. In: Proceedings of the 6th ACM\/IEEE-CS Joint Conference on Digital Libraries. ACM (2006)","DOI":"10.1145\/1141753.1141821"},{"issue":"4","key":"42_CR81","first-page":"165","volume":"22","author":"A Geyer-Schulz","year":"2003","unstructured":"Geyer-Schulz, A., Neumann, A., Thede, A.: An architecture for behavior-based library recommender systems. Inf. Technol. Libraries 22(4), 165\u2013174 (2003)","journal-title":"Inf. Technol. Libraries"},{"key":"42_CR82","unstructured":"Hiesel, P., et al.: A user interface concept for context-aware recommender systems. Mensch und Computer 2016-Tagungsband (2016)"},{"key":"42_CR83","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1007\/978-3-642-45135-5_9","volume-title":"Recommendation Systems in Software Engineering","author":"E Murphy-Hill","year":"2014","unstructured":"Murphy-Hill, E., Murphy, G.C.: Recommendation delivery. In: Robillard, M.P., Maalej, W., Walker, R.J., Zimmermann, T. (eds.) Recommendation Systems in Software Engineering, pp. 223\u2013242. Springer, Heidelberg (2014). https:\/\/doi.org\/10.1007\/978-3-642-45135-5_9"},{"key":"42_CR84","doi-asserted-by":"crossref","unstructured":"di Sciascio, C.: Advanced user interfaces and hybrid recommendations for exploratory search. In: Proceedings of the 22nd International Conference on Intelligent User Interfaces Companion. ACM (2017)","DOI":"10.1145\/3030024.3038291"},{"issue":"2","key":"42_CR85","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/s10586-009-0113-z","volume":"13","author":"J Luo","year":"2010","unstructured":"Luo, J., et al.: A context-aware personalized resource recommendation for pervasive learning. Cluster Comput. 13(2), 213\u2013239 (2010)","journal-title":"Cluster Comput."},{"key":"42_CR86","series-title":"Lecture Notes in Electrical Engineering","doi-asserted-by":"publisher","first-page":"853","DOI":"10.1007\/978-3-642-12990-2_99","volume-title":"Advances in Neural Network Research and Applications","author":"CM Chen","year":"2010","unstructured":"Chen, C.M., Yang, Y.C.: An intelligent mobile location-aware book recommendation system with map-based guidance that enhances problem-based learning in libraries. In: Zeng, Z., Wang, J. (eds.) Advances in Neural Network Research and Applications. LNEE, vol. 67, pp. 853\u2013860. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-12990-2_99"},{"issue":"1","key":"42_CR87","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2414425.2414435","volume":"4","author":"C Biancalana","year":"2013","unstructured":"Biancalana, C., et al.: An approach to social recommendation for context-aware mobile services. ACM Trans. Intell. Syst. Technol. 4(1), 1\u201331 (2013)","journal-title":"ACM Trans. Intell. Syst. Technol."},{"issue":"1","key":"42_CR88","first-page":"47","volume":"26","author":"S G\u00f3mez","year":"2014","unstructured":"G\u00f3mez, S., et al.: Context-aware adaptive and personalized mobile learning delivery supported by UoLmP. J. King Saud Univ. \u2013 Comput. Inf. Sci. 26(1), 47\u201361 (2014)","journal-title":"J. King Saud Univ. \u2013 Comput. Inf. Sci."},{"key":"42_CR89","unstructured":"Li, Q.C., Dong, Z.-H., Li, T.: Research of information recommendation system based on reading behaviour. In: Proceedings of the Seventh International Conference on Machine Learning and Cybernetics, Kunming (2008)"},{"key":"42_CR90","doi-asserted-by":"crossref","unstructured":"Feil, S., et al.: Using gamification to tackle the cold-start problem in recommender systems. In: Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion. ACM (2016)","DOI":"10.1145\/2818052.2869079"},{"key":"42_CR91","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1007\/978-3-319-07227-2_75","volume-title":"Human-Computer Interaction. Applications and Services","author":"CA de Ziesemer","year":"2014","unstructured":"de Ziesemer, C.A., M\u00fcller, L., Silveira, M.S.: Just rate it! gamification as part of recommendation. In: Kurosu, M. (ed.) HCI 2014. LNCS, vol. 8512, pp. 786\u2013796. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-07227-2_75"},{"key":"42_CR92","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1007\/978-3-319-13102-3_24","volume-title":"Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services","author":"J Hussain","year":"2014","unstructured":"Hussain, J., Khan, W.A., Afzal, M., Hussain, M., Kang, B.H., Lee, S.: Adaptive user interface and user experience based authoring tool for recommendation systems. In: Herv\u00e1s, R., Lee, S., Nugent, C., Bravo, J. (eds.) UCAmI 2014. LNCS, vol. 8867, pp. 136\u2013142. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-13102-3_24"},{"key":"42_CR93","unstructured":"Nielsen, J.: 10 usability heuristics for user interface design. Nielsen Norman Group, Fremont [Consult. 20 maio 2014]. Dispon\u00edvel na Internet (1995)"},{"issue":"5","key":"42_CR94","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1145\/1015530.1015552","volume":"11","author":"B Shneiderman","year":"2004","unstructured":"Shneiderman, B.: Designing for fun: how can we design user interfaces to be more fun? Interactions 11(5), 48\u201350 (2004)","journal-title":"Interactions"},{"issue":"2","key":"42_CR95","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1016\/j.ipm.2007.05.009","volume":"44","author":"U Farooq","year":"2008","unstructured":"Farooq, U., et al.: Design and evaluation of awareness mechanisms in CiteSeer. Inf. Process. Manag. 44(2), 596\u2013612 (2008)","journal-title":"Inf. Process. Manag."},{"key":"42_CR96","volume-title":"Elements of User Experience, The User-Centered Design for the Web and Beyond","author":"JJ Garrett","year":"2010","unstructured":"Garrett, J.J.: Elements of User Experience, The User-Centered Design for the Web and Beyond. Pearson Education, London (2010)"},{"key":"42_CR97","unstructured":"Swearingen, K., Sinha, R.: Beyond algorithms: an HCI perspective on recommender systems. In: ACM SIGIR 2001 Workshop on Recommender Systems (2001)"},{"key":"42_CR98","doi-asserted-by":"crossref","unstructured":"Rim, R., Amin, M.M., Adel, M.: Bayesian networks for user modeling: predicting the user\u2019s preferences. In: 2013 13th International Conference on Hybrid Intelligent Systems (HIS). IEEE (2013)","DOI":"10.1109\/HIS.2013.6920472"},{"key":"42_CR99","unstructured":"Chen, L., Tsoi, H.K.: Users\u2019 decision behavior in recommender interfaces: impact of layout design. In: RecSys 2011 Workshop on Human Decision Making in Recommender Systems (2011)"},{"issue":"2","key":"42_CR100","first-page":"50","volume":"6","author":"TW Malone","year":"1981","unstructured":"Malone, T.W.: What makes things fun to learn? A study of intrinsically motivating computer games. Pipeline 6(2), 50 (1981)","journal-title":"Pipeline"},{"key":"42_CR101","doi-asserted-by":"crossref","unstructured":"Viriyakattiyaporn, P., Murphy, G.C.: Challenges in the user interface design of an IDE tool recommender. In: Proceedings of the 2009 ICSE Workshop on Cooperative and Human Aspects on Software Engineering. IEEE Computer Society (2009)","DOI":"10.1109\/CHASE.2009.5071421"},{"key":"42_CR102","unstructured":"Montaner Rigall, M.: Collaborative recommender agents based on case-based reasoning and trust. Universitat de Girona (2003)"},{"key":"42_CR103","doi-asserted-by":"crossref","unstructured":"Panniello, U., Gorgoglione, M., Tuzhilin, A.: In CARSWe trust: how context-aware recommendations affect customers\u2019 trust and other business performance measures of recommender systems (2015)","DOI":"10.1287\/isre.2015.0610"},{"key":"42_CR104","unstructured":"Lim, B.Y.: Improving understanding and trust with intelligibility in context-aware applications. Oregon State University (2012)"},{"issue":"2","key":"42_CR105","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1016\/j.eswa.2013.07.081","volume":"41","author":"ARM Neves","year":"2014","unstructured":"Neves, A.R.M., Carvalho, \u00c1.M.G., Ralha, C.G.: Agent-based architecture for context-aware and personalized event recommendation. Expert Syst. Appl. 41(2), 563\u2013573 (2014)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"42_CR106","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/s10586-009-0113-z","volume":"13","author":"J Luo","year":"2009","unstructured":"Luo, J., et al.: A context-aware personalized resource recommendation for pervasive learning. Cluster Comput. 13(2), 213\u2013239 (2009)","journal-title":"Cluster Comput."},{"key":"42_CR107","unstructured":"Joonseok Lee, K.L., Kim, J.G.: Personalized academic research paper recommendation system. arXiv preprint arXiv:1304.5457 (2013)"},{"key":"42_CR108","unstructured":"Kaminskas, M., Bridge, D.: Measuring surprise in recommender systems\/serendipity. In: Proceedings of the Workshop on Recommender Systems Evaluation: Dimensions and Design (Workshop Programme of the 8th ACM Conference on Recommender Systems) (2014)"},{"key":"42_CR109","unstructured":"Reisenzein, R.: The subjective experience of surprise. In: The Message Within: The Role of Subjective Experience in Social Cognition and Behavior, pp. 262\u2013279 (2000)"},{"key":"42_CR110","unstructured":"Kaminskas, M., Bridge, D.: Measuring surprise in recommender systems. In: Proceedings of the Workshop on Recommender Systems Evaluation: Dimensions and Design (Workshop Programme of the 8th ACM Conference on Recommender Systems) (2014)"},{"issue":"8","key":"42_CR111","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1016\/j.im.2006.08.009","volume":"43","author":"D Cyr","year":"2006","unstructured":"Cyr, D., Head, M., Ivanov, A.: Design aesthetics leading to m-loyalty in mobile commerce. Inf. Manag. 43(8), 950\u2013963 (2006)","journal-title":"Inf. Manag."},{"issue":"5","key":"42_CR112","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1145\/889692.889709","volume":"10","author":"M Deaton","year":"2003","unstructured":"Deaton, M.: The elements of user experience: user-centered design for the Web. Interactions 10(5), 49\u201351 (2003)","journal-title":"Interactions"},{"issue":"2","key":"42_CR113","first-page":"157","volume":"48","author":"P Hekkert","year":"2006","unstructured":"Hekkert, P.: Design aesthetics: principles of pleasure in design. Psychol. Sci. 48(2), 157 (2006)","journal-title":"Psychol. Sci."},{"key":"42_CR114","doi-asserted-by":"crossref","unstructured":"Karvonen, K.: The beauty of simplicity. In: Proceedings on the 2000 Conference on Universal Usability. ACM (2000)","DOI":"10.1145\/355460.355478"},{"key":"42_CR115","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1177\/002224299005400103","volume":"54","author":"JC Anderson","year":"1990","unstructured":"Anderson, J.C., Narus, J.A.: A model of distributor firm and manufacturer firm working partnerships. J. Market. 54, 42\u201358 (1990)","journal-title":"J. Market."},{"issue":"5","key":"42_CR116","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1108\/09564239410074358","volume":"5","author":"K Storbacka","year":"1994","unstructured":"Storbacka, K., Strandvik, T., Gr\u00f6nroos, C.: Managing customer relationships for profit: the dynamics of relationship quality. Int. J. Serv. Ind. Manag. 5(5), 21\u201338 (1994)","journal-title":"Int. J. Serv. Ind. Manag."},{"key":"42_CR117","doi-asserted-by":"crossref","unstructured":"Seddon, P., Kiew, M.-Y.: A partial test and development of DeLone and McLean\u2019s model of IS success. Australas. J. Inf. Syst. 4(1) (1996)","DOI":"10.3127\/ajis.v4i1.379"},{"issue":"1","key":"42_CR118","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1177\/1094670503254275","volume":"6","author":"TL Keiningham","year":"2003","unstructured":"Keiningham, T.L., Perkins-Munn, T., Evans, H.: The impact of customer satisfaction on share-of-wallet in a business-to-business environment. J. Serv. Res. 6(1), 37\u201350 (2003)","journal-title":"J. Serv. Res."},{"issue":"1","key":"42_CR119","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/s007790170019","volume":"5","author":"AK Dey","year":"2001","unstructured":"Dey, A.K.: Understanding and using context. Pers. Ubiquitous Comput. 5(1), 4\u20137 (2001)","journal-title":"Pers. Ubiquitous Comput."},{"issue":"n3","key":"42_CR120","first-page":"6","volume":"16","author":"L McCay-Peet","year":"2011","unstructured":"McCay-Peet, L., Toms, E.: Measuring the dimensions of serendipity in digital environments. Inf. Res.: Int. Electron. J. 16(n3), 6 (2011)","journal-title":"Inf. Res.: Int. Electron. J."},{"key":"42_CR121","unstructured":"Kotkov, D., Veijalainen, J., Wang, S.: Challenges of serendipity in recommender systems. In: WEBIST 2016: Proceedings of the 12th International Conference on Web Information Systems and Technologies, vol. 2. SCITEPRESS (2016). ISBN 978-989-758-186-1"},{"key":"42_CR122","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1016\/j.knosys.2016.08.014","volume":"111","author":"D Kotkov","year":"2016","unstructured":"Kotkov, D., Wang, S., Veijalainen, J.: A survey of serendipity in recommender systems. Knowl.-Based Syst. 111, 180\u2013192 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"42_CR123","doi-asserted-by":"crossref","unstructured":"Beel, J., Langer, S.: A comparison of offline evaluations, online evaluations, and user studies in the context of research paper recommender systems (2014, Under Review, Pre-print). http:\/\/www.docear.org\/publications","DOI":"10.1007\/978-3-319-24592-8_12"},{"key":"42_CR124","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1177\/0954405414534430","volume":"229","author":"A Pratley","year":"2014","unstructured":"Pratley, A., van Voorthuysen, E., Chan, R.: A step-by-step approach for modelling complex systems with Partial Least Squares. Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf. 229, 847\u2013859 (2014)","journal-title":"Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf."},{"issue":"2","key":"42_CR125","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1002\/(SICI)1097-0266(199902)20:2<195::AID-SMJ13>3.0.CO;2-7","volume":"20","author":"J Hulland","year":"1999","unstructured":"Hulland, J.: Use of partial least squares (PLS) in strategic management research: a review of four recent studies. Strateg. Manag. J. 20(2), 195\u2013204 (1999)","journal-title":"Strateg. Manag. J."},{"key":"42_CR126","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1177\/1094428114526928","volume":"17","author":"J Henseler","year":"2014","unstructured":"Henseler, J., et al.: Common beliefs and reality about PLS comments on R\u00f6nkk\u00f6 and Evermann. Org. Res. Methods 17, 182\u2013209 (2014)","journal-title":"Org. Res. Methods"},{"key":"42_CR127","unstructured":"Sharma, P.N., Kim, K.H.: Model selection in information systems research using partial least squares based structural equation modeling (2012)"},{"issue":"2","key":"42_CR128","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1108\/EBR-10-2013-0128","volume":"26","author":"JF Hair Jr","year":"2014","unstructured":"Hair Jr., J.F., et al.: Partial least squares structural equation modeling (PLS-SEM) an emerging tool in business research. Eur. Bus. Rev. 26(2), 106\u2013121 (2014)","journal-title":"Eur. Bus. Rev."},{"issue":"2","key":"42_CR129","first-page":"5","volume":"11","author":"N Urbach","year":"2010","unstructured":"Urbach, N., Ahlemann, F.: Structural equation modeling in information systems research using partial least squares. J. Inf. Technol. Theory Appl. 11(2), 5\u201340 (2010)","journal-title":"J. Inf. Technol. Theory Appl."},{"issue":"2","key":"42_CR130","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1080\/10696679.2011.11046435","volume":"19","author":"JF Hair","year":"2011","unstructured":"Hair, J.F., Ringle, C.M., Sarstedt, M.: The use of partial least squares (PLS) to address marketing management topics. J. Market. Theory Pract. 19(2), 135\u2013138 (2011)","journal-title":"J. Market. Theory Pract."},{"key":"42_CR131","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-32827-8","volume-title":"Handbook of Partial Least Squares","author":"V Vinzi","year":"2010","unstructured":"Vinzi, V., et al.: Handbook of Partial Least Squares. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-540-32827-8"},{"issue":"4","key":"42_CR132","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1057\/palgrave.ejis.3000552","volume":"14","author":"BR Lewis","year":"2005","unstructured":"Lewis, B.R., Templeton, G.F., Byrd, T.A.: A methodology for construct development in MIS research. Eur. J. Inf. Syst. 14(4), 388\u2013400 (2005)","journal-title":"Eur. J. Inf. Syst."},{"issue":"3","key":"42_CR133","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1287\/isre.2.3.192","volume":"2","author":"GC Moore","year":"1991","unstructured":"Moore, G.C., Benbasat, I.: Development of an instrument to measure the perceptions of adopting an information technology innovation. Inf. Syst. Res. 2(3), 192\u2013222 (1991)","journal-title":"Inf. Syst. Res."},{"key":"42_CR134","volume-title":"The Study of Behavior","author":"W Stephenson","year":"1953","unstructured":"Stephenson, W.: The Study of Behavior. Q-Technique and its Methodology. Chicago University Press, Chicago (1953)"},{"issue":"1\u20132","key":"42_CR135","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.lrp.2013.01.001","volume":"46","author":"JF Hair","year":"2013","unstructured":"Hair, J.F., Ringle, C.M., Sarstedt, M.: Editorial-partial least squares structural equation modeling: rigorous applications, better results and higher acceptance. Long Range Plann. 46(1\u20132), 1\u201312 (2013)","journal-title":"Long Range Plann."},{"key":"42_CR136","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1007\/978-0-387-85820-3_23","volume-title":"Recommender Systems Handbook","author":"N Rubens","year":"2011","unstructured":"Rubens, N., Kaplan, D., Sugiyama, M.: Active learning in recommender systems. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 735\u2013767. Springer, Boston (2011). https:\/\/doi.org\/10.1007\/978-0-387-85820-3_23"},{"key":"42_CR137","doi-asserted-by":"crossref","unstructured":"Hurley, N.J.: Robustness of recommender systems. In: Proceedings of the Fifth ACM Conference on Recommender Systems. ACM (2011)","DOI":"10.1145\/2043932.2043937"},{"key":"42_CR138","unstructured":"Sridharan, S.: Introducing serendipity in recommender systems through collaborative methods (2014)"},{"key":"42_CR139","unstructured":"Adamopoulos, P., Tuzhilin, A.: On unexpectedness in recommender systems: or how to expect the unexpected. In: Workshop on Novelty and Diversity in Recommender Systems (DiveRS 2011), at the 5th ACM International Conference on Recommender Systems (RecSys\u2019 11). ACM, Chicago (2011)"}],"container-title":["Lecture Notes in Computer Science","HCI International 2020 - Late Breaking Papers: User Experience Design and Case Studies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-60114-0_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,2]],"date-time":"2024-10-02T00:06:44Z","timestamp":1727827604000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-60114-0_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030601133","9783030601140"],"references-count":139,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-60114-0_42","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"3 October 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2020.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}