{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T10:05:26Z","timestamp":1743156326738,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319134994"},{"type":"electronic","value":"9783319135007"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"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":[[2014]]},"DOI":"10.1007\/978-3-319-13500-7_13","type":"book-chapter","created":{"date-parts":[[2014,12,5]],"date-time":"2014-12-05T12:38:14Z","timestamp":1417783094000},"page":"138-144","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Navigating Complex Information Spaces: A Portfolio Theory Approach"],"prefix":"10.1007","author":[{"given":"Payel","family":"Bandyopadhyay","sequence":"first","affiliation":[]},{"given":"Tuukka","family":"Ruotsalo","sequence":"additional","affiliation":[]},{"given":"Antti","family":"Ukkonen","sequence":"additional","affiliation":[]},{"given":"Giulio","family":"Jacucci","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,12,6]]},"reference":[{"issue":"1","key":"13_CR1","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1145\/1394251.1394261","volume":"42","author":"N Belkin","year":"2008","unstructured":"Belkin, N.: Some(what) grand challenges for information retrieval. SIGIR Forum 42(1), 47\u201354 (2008). http:\/\/doi.acm.org\/10.1145\/1394251.1394261","journal-title":"SIGIR Forum"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Athukorala, K., Oulasvirta, A., Gowacka, D., Vreeken, J., Jacucci, G.: Narrow or broad? estimating subjective specificity in exploratory search. In: Proceedings of CIKM 2014. ACM (2014)","DOI":"10.1145\/2661829.2661904"},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/meet.14505001041","volume":"50","author":"K Athukorala","year":"2013","unstructured":"Athukorala, K., Hoggan, E., Lehti, A., Ruotsalo, T., Jacucci, G.: Information seeking behaviors of computer scientists: challenges for electronic literature search tools. Proc. Am. Soc. Inf. Sci. Technol. 50(1), 1\u201311 (2013)","journal-title":"Proc. Am. Soc. Inf. Sci. Technol."},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Jacucci, G., Spagnolli, A., Freeman, J., Gamberini, L.: Symbiotic interaction: a critical definition and comparison to other human-computer paradigms. In: Jacucci, G., et al. (eds.) Symbiotic 2014. LNCS, vol. 8820, pp. 3\u201320. Springer, Heidelberg (2014)","DOI":"10.1007\/978-3-319-13500-7_1"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Ruotsalo, T., Peltonen, J., Eugster, Manuel J.A. Gowacka, D, Konyushkova, K., Athukorala, K., Kosunen, I., Reijonen, A, Myllymki, P., Jacucci, G., Kaski, S.: Directing exploratory search with interactive intent modeling. In: ACM International Conference on Information and Knowledge Management (2013)","DOI":"10.1145\/2505515.2505644"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Glowacka, D., Ruotsalo, T., Konuyshkova, K., Kaski, S., Jacucci, G.: Directing exploratory search: reinforcement learning from user interactions with keywords. In: Proceedings of the 2013 International Conference on Intelligent User Interfaces, pp. 117\u2013128. ACM (2013)","DOI":"10.1145\/2449396.2449413"},{"issue":"6","key":"13_CR7","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S., Furnas, G., Landauer, T., Harshman, R.: Indexing by latent semantic analysis. J. Am. Soc. Inf. Sci. 41(6), 391\u2013407 (1990)","journal-title":"J. Am. Soc. Inf. Sci."},{"issue":"8","key":"13_CR8","first-page":"98","volume":"37","author":"M Bowman","year":"1994","unstructured":"Bowman, M., Danzig, B., Manber, U., Schwartz, F.: Scalable Internet resource discovery: research problems and approaches. Commun. ACM-Assoc. Comput. Mach. - CACM 37(8), 98\u2013107 (1994)","journal-title":"Commun. ACM-Assoc. Comput. Mach. - CACM"},{"key":"13_CR9","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1002\/(SICI)1097-4571(199203)43:2<156::AID-ASI8>3.0.CO;2-U","volume":"43","author":"G Marchionini","year":"1992","unstructured":"Marchionini, G.: Interfaces for end-user information seeking. J. Am. Soc. Inf. Sci. 43, 156\u2013163 (1992)","journal-title":"J. Am. Soc. Inf. Sci."},{"issue":"5","key":"13_CR10","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1006\/ijhc.1996.0067","volume":"45","author":"C Carpineto","year":"1996","unstructured":"Carpineto, C., Romano, G.: Information retrieval through hybrid navigation of lattice representations. Int. J. Hum.-Comput. Stud. 45(5), 553\u2013578 (1996). http:\/\/dx.doi.org\/10.1006\/ijhc.1996.0067","journal-title":"Int. J. Hum.-Comput. Stud."},{"issue":"1","key":"13_CR11","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1109\/2.222119","volume":"21","author":"G Marchionini","year":"1988","unstructured":"Marchionini, G., Shneiderman, B.: Finding facts vs. browsing, knowledge in hypertext systems. Computer 21(1), 70\u201380 (1988). http:\/\/dx.doi.org\/10.1109\/2.222119","journal-title":"Computer"},{"key":"13_CR12","unstructured":"Burke, R., Hammond, K., Young, B.: Knowledge-based navigation of complex information spaces. In: Proceedings of the Thirteenth National Conference on Artificial Intelligence, vol. 1, pp. 462\u2013468 (1996)"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Elm, W., Woods, D.: Getting lost: a case study in interface design. In: Proceedings of the Human Factors Society 29th Annual Meeting, pp. 927\u2013931 (1985)","DOI":"10.1177\/154193128502901006"},{"issue":"1","key":"13_CR14","first-page":"77","volume":"7","author":"H Markowitz","year":"1952","unstructured":"Markowitz, H.: Portfolio selection. J. Finan. 7(1), 77\u201391 (1952)","journal-title":"J. Finan."},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Hearst, M., Pedersen, J.: Reexamining the cluster hypothesis: scatter\/gather on retrieval results. In: Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 76\u201384. ACM, New York (1996). http:\/\/doi.acm.org\/10.1145\/243199.243216","DOI":"10.1145\/243199.243216"},{"issue":"43","key":"13_CR16","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1207\/s1532690xci1303_4","volume":"13","author":"D Dee-Lucas","year":"1995","unstructured":"Dee-Lucas, D., Larkin, L.: Learning from electronic texts: effects of interactive overviews for information access. Cogn. Instr. 13(43), 431\u2013468 (1995)","journal-title":"Cogn. Instr."},{"key":"13_CR17","first-page":"95","volume":"24","author":"C Carpineto","year":"1996","unstructured":"Carpineto, C., Romano, G.: A lattice conceptual clustering system and its application to browsing retrieval. Mach. Learn. 24, 95\u2013122 (1996)","journal-title":"Mach. Learn."},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Maarek, S., Berry, M., Kaiser, E.: An information retrieval approach for automatically constructing software libraries. IEEE Trans. Softw. Eng. 17(8), 800\u2013813 (1991). http:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?tp=&arnumber=83915&isnumber=2739","DOI":"10.1109\/32.83915"},{"key":"13_CR19","first-page":"87","volume":"11","author":"P Brusilovsky","year":"2001","unstructured":"Brusilovsky, P.: User modeling and user-adapted interaction. Adapt. Hypermedia 11, 87\u2013110 (2001). Kluwer Academic Publishers","journal-title":"Adapt. Hypermedia"},{"key":"13_CR20","unstructured":"Brusilovsky, P.: Adaptive educational systems on the World-Wide-Web: a review of available technologies. In: Proceedings of Workshop WWW-Based Tutoring at 4th International Conference on Intelligent Tutoring Systems (ITS\u201998), San Antonio, USA, 16\u201319 August 1998"},{"key":"13_CR21","unstructured":"Joachims, T., Freitag, D., Mitchell, T.: WebWatcher: a tour guide for the World Wide Web. In: Proceedings of 15th International Joint Conference on Artificial Intelligence, pp. 770\u2013775 (1997)"},{"key":"13_CR22","unstructured":"Pazzani, M., Muramatsu, J., Billsus, D.: Syskill and webert: identifying interesting web sites. In: Proceedings of the Thirteen National Conference on Artificial Intelligence, Portland, pp. 54\u201361 (1996). http:\/\/www.ics.uci.edu\/pazzani\/Syskill.html"},{"issue":"3","key":"13_CR23","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/BF01257889","volume":"3","author":"C Kaplan","year":"1993","unstructured":"Kaplan, C., Fenwick, J., Chen, J.: Adaptive hypertext navigation based on user goals and context. User Model User-Adapt. Interact. 3(3), 193\u2013220 (1993)","journal-title":"User Model User-Adapt. Interact."},{"key":"13_CR24","doi-asserted-by":"crossref","unstructured":"Wang, J., Zhu, J.: Portfolio theory of information retrieval. In: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 115\u2013122. ACM, New York (2009). http:\/\/doi.acm.org\/10.1145\/1571941.1571963","DOI":"10.1145\/1571941.1571963"}],"container-title":["Lecture Notes in Computer Science","Symbiotic Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13500-7_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T05:08:08Z","timestamp":1676005688000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-13500-7_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319134994","9783319135007"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13500-7_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"6 December 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}