{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T19:55:28Z","timestamp":1759694128226},"reference-count":58,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2011,11,10]],"date-time":"2011-11-10T00:00:00Z","timestamp":1320883200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2013,1]]},"DOI":"10.1007\/s11042-011-0910-2","type":"journal-article","created":{"date-parts":[[2011,11,9]],"date-time":"2011-11-09T10:14:38Z","timestamp":1320833678000},"page":"507-543","source":"Crossref","is-referenced-by-count":10,"title":["Multiple perspective interactive search: a paradigm for exploratory search and information retrieval on the web"],"prefix":"10.1007","volume":"62","author":[{"given":"Rahul","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ya-Wen","family":"Hsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Naureen","family":"Moon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,11,10]]},"reference":[{"key":"910_CR1","doi-asserted-by":"crossref","unstructured":"Ahlberg C, Shneiderman B (1994) Visual information seeking: tight coupling of dynamic query filters with starfield displays. In: Proceedings of the SIGCHI conference on Human factors in computing systems: celebrating interdependence (CHI\u201994). ACM, New York, NY, USA, pp. 313\u2013317","DOI":"10.1145\/191666.191775"},{"key":"910_CR2","doi-asserted-by":"crossref","unstructured":"Amitay E, Har\u2019El N, Sivan R, Soffer A (2004) Web-a-where: Geotagging Web Content. In: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR\u201904). ACM, New York, NY, USA, pp. 273\u2013280","DOI":"10.1145\/1008992.1009040"},{"key":"910_CR3","doi-asserted-by":"crossref","unstructured":"Cai D, He X, Li Z, Ma W-Y, Wen J-R (2004) Hierarchical Clustering of WWW image search results using visual, textual, and link information. In: Proceedings of the 12th annual ACM international conference on Multimedia (MULTIMEDIA\u201904). ACM, New York, NY, USA, pp. 952\u2013959","DOI":"10.1145\/1027527.1027747"},{"key":"910_CR4","doi-asserted-by":"crossref","unstructured":"Carpineto C, Osinski S, Romano G, Weiss D (2009) A survey of Web clustering engines. ACM Computing Surveys Vol. 41, No. 3, Article 17","DOI":"10.1145\/1541880.1541884"},{"key":"910_CR5","doi-asserted-by":"crossref","unstructured":"Chau M (2011) Visualizing web search results using glyphs: design and evaluation of a flower metaphor. ACM Transactions on Management Information Systems Vol. 2, No. 1, Article 2","DOI":"10.1145\/1929916.1929918"},{"key":"910_CR6","doi-asserted-by":"crossref","unstructured":"Dumais S, Cutrell E, Chen H (2001) Optimizing search by showing results in context. In: Proceedings of the SIGCHI conference on Human factors in computing systems (CHI\u201901). ACM, New York, NY, USA, pp. 277\u2013284","DOI":"10.1145\/365024.365116"},{"key":"910_CR7","doi-asserted-by":"crossref","unstructured":"Ferragina P, Gulli A (2005) \u201cA personalized search engine based on web-snippet hierarchical clustering.\u201d In: Special interest tracks and posters of the 14th international conference on World Wide Web (WWW\u201905). ACM, New York, NY, USA, pp. 801\u2013810","DOI":"10.1145\/1062745.1062760"},{"key":"910_CR8","doi-asserted-by":"crossref","unstructured":"Gemmell J, Bell G, Lueder R, Drucker S, Wong C (2002) MyLifeBits: fulfilling the Memex vision. In: Proceedings of the tenth ACM international conference on Multimedia (MULTIMEDIA\u201902). ACM, New York, NY, USA, 235\u2013238","DOI":"10.1145\/641007.641053"},{"issue":"5\/6","key":"910_CR9","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1504\/IJCSE.2006.014779","volume":"2","author":"W Grosky","year":"2006","unstructured":"Grosky W, Sreenath DV, Fotouhi F, Wietrzyk V (2006) The multimedia semantic Web. Int J Comput Sci Eng 2(5\/6):326\u2013340","journal-title":"Int J Comput Sci Eng"},{"issue":"1","key":"910_CR10","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1109\/2945.981848","volume":"8","author":"S Havre","year":"2000","unstructured":"Havre S, Hetzler B, Nowell L (2000) ThemeRiver: visualizing thematic changes in large document collections. IEEE Trans Vis Comput Graph 8(1):9\u201320","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"910_CR11","doi-asserted-by":"crossref","unstructured":"Hearst MA (1995) TileBars: visualization of term distribution information in full text information access. In: Proceedings of the SIGCHI conference on human factors in computing systems (CHI\u201995). ACM Press\/Addison-Wesley Publishing Co., New York, NY, USA, pp. 59\u201366","DOI":"10.1145\/223904.223912"},{"key":"910_CR12","doi-asserted-by":"crossref","unstructured":"Hoeber O, Yang XD (2006) The visual exploration of web search results using HotMap. In: Proceedings of the conference on Information Visualization (IV\u201906). IEEE Computer Society, Washington, DC, USA, pp. 157\u2013165","DOI":"10.1109\/IV.2006.108"},{"issue":"2","key":"910_CR13","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1016\/j.ipm.2007.07.003","volume":"44","author":"O Hoeber","year":"2008","unstructured":"Hoeber O, Yang XD (2008) Evaluating WordBars in exploratory web search scenarios. Inf Process Manag 44(2):485\u2013510","journal-title":"Inf Process Manag"},{"key":"910_CR14","doi-asserted-by":"crossref","unstructured":"Hsu YW, Moon N, Singh R (2006) Designing interaction paradigms for web-information search and retrieval. In: Proceedings of the 2006 IEEE\/WIC\/ACM International Conference on Web Intelligence (WI\u201906). IEEE Computer Society, Washington, DC, USA, pp. 815\u2013822","DOI":"10.1109\/WI.2006.58"},{"issue":"7","key":"910_CR15","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1145\/792704.792729","volume":"46","author":"R Jain","year":"2003","unstructured":"Jain R (2003) Experiential computing. Commun ACM 46(7):48\u201355","journal-title":"Commun ACM"},{"key":"910_CR16","doi-asserted-by":"crossref","unstructured":"Kammerer Y, Gerjets P (2010) How the interface design influences users\u2019 spontaneous trustworthiness evaluations of web search results: comparing a list and a grid interface. In: Proceedings of the 2010 Symposium on Eye-Tracking Research and Applications (ETRA\u201910). ACM, New York, NY, USA, pp. 299\u2013306","DOI":"10.1145\/1743666.1743736"},{"key":"910_CR17","doi-asserted-by":"crossref","unstructured":"Kan MY (2004) Web page categorization without the web page. In: Proceedings of the 13th international World Wide Web conference on Alternate track papers \\& posters (WWW Alt.\u201904). ACM, New York, NY, USA, pp. 262\u2013263","DOI":"10.1145\/1013367.1013426"},{"key":"910_CR18","unstructured":"Kruse P, Naujoks A, Roesner D, Kunze M (2005) Clever search: a WordNet based wrapper for internet search engines, computing research repository, vol. abs\/cs\/050"},{"key":"910_CR19","doi-asserted-by":"crossref","unstructured":"Langer L, Fr\u00f8kjaer E (2008) Improving web search transparency by using a Venn diagram interface. In: Proceedings of the 5th Nordic conference on Human-computer interaction: building bridges (NordiCHI\u201908). ACM, New York, NY, USA, pp. 249\u2013256","DOI":"10.1145\/1463160.1463187"},{"issue":"1","key":"910_CR20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1126004.1126005","volume":"2","author":"MS Lew","year":"2006","unstructured":"Lew MS, Sebe N, Djeraba C, Jain R (2006) Content-based multimedia information retrieval: state of the art and challenges. ACM Trans Multimed Comput Comm Appl 2(1):1\u201319","journal-title":"ACM Trans Multimed Comput Comm Appl"},{"key":"910_CR21","doi-asserted-by":"crossref","unstructured":"Lin X (1992) Visualization for the document space. In: Proceedings of the 3rd conference on Visualization\u201992 (VIS\u201992). IEEE Computer Society Press, Los Alamitos, CA, USA, pp. 274\u2013281","DOI":"10.1109\/VISUAL.1992.235198"},{"issue":"4","key":"910_CR22","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1145\/1121949.1121979","volume":"49","author":"G Marchionini","year":"2006","unstructured":"Marchionini G (2006) Exploratory search: from finding to understanding. Comm ACM 49(4):41\u201346","journal-title":"Comm ACM"},{"issue":"4","key":"910_CR23","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1145\/345190.345238","volume":"7","author":"A Marcus","year":"2000","unstructured":"Marcus A, Gould EW (2000) Crosscurrents: cultural dimensions and global web user-interface design. Interactions 7(4):32\u201346","journal-title":"Interactions"},{"issue":"6","key":"910_CR24","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1006\/jvlc.1999.0147","volume":"10","author":"S Mukherjea","year":"1999","unstructured":"Mukherjea S, Cho J (1999) Automatically determining semantics for world wide web multimedia information retrieval. J Vis Lang Comput 10(6):585\u2013606","journal-title":"J Vis Lang Comput"},{"key":"910_CR25","doi-asserted-by":"crossref","unstructured":"Nowell LT, France RK, Hix D, Heath LS, Fox EA (1996) Visualizing search results: some alternatives to query-document similarity. In: Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR\u201996). ACM, New York, NY, USA, pp. 67\u201375","DOI":"10.1145\/243199.243214"},{"key":"910_CR26","unstructured":"Park H, Myaeng S-H, Jang G, Choi J, Jo S, Roh H-C (2008) SketchBrain: an interactive information seeking interface for exploratory search. In: Proceedings International Workshop on Human-Computer Interaction and Information Retrieval (HCIR 2008), pp. 53\u201356"},{"issue":"3","key":"910_CR27","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1109\/MCG.2009.44","volume":"29","author":"A Perer","year":"2009","unstructured":"Perer A, Shneiderman B (2009) Integrating statistics and visualization for exploratory power: from long-term case studies to design guidelines. IEEE Comput Graph Appl 29(3):39\u201351","journal-title":"IEEE Comput Graph Appl"},{"issue":"4","key":"910_CR28","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1037\/0033-295X.106.4.643","volume":"106","author":"P Pirolli","year":"1999","unstructured":"Pirolli P, Card S (1999) Information foraging. Psychol Rev 106(4):643\u2013675","journal-title":"Psychol Rev"},{"key":"910_CR29","doi-asserted-by":"crossref","unstructured":"Plaisant C, Milash B, Rose A, Widoff S, Shneiderman B (1996) LifeLines: visualizing personal histories. In: Proceedings of the SIGCHI conference on Human factors in computing systems: common ground (CHI\u201996), ACM, New York, NY, USA, 221\u2013227","DOI":"10.1145\/238386.238493"},{"issue":"3","key":"910_CR30","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1108\/eb046814","volume":"14","author":"MF Porter","year":"1980","unstructured":"Porter MF (1980) An algorithm for suffix stripping. Program 14(3):130\u2013137","journal-title":"Program"},{"key":"910_CR31","doi-asserted-by":"crossref","unstructured":"Radev D, Fan W (2000) Automatic summarization of search engine hit lists. In: Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics\u2013Volume 11 (RANLPIR\u201900), vol. 11. Association for Computational Linguistics, Stroudsburg, PA, USA, 99\u2013109","DOI":"10.3115\/1117755.1117768"},{"key":"910_CR32","doi-asserted-by":"crossref","unstructured":"Resnik M, Maldonado C, Santos J, Lergier R (2001) Modeling online search behavior using alternative output structures. In: Proceedings of the Human Factors and Ergonomics Society 45th Annual Conference, Minneapolis, MN, USA, pp. 1166\u20131171","DOI":"10.1177\/154193120104501503"},{"key":"910_CR33","doi-asserted-by":"crossref","unstructured":"Roberts J, Boukhelifa N, Rogers P (2002) Multiform glyph based web search result visualization. In: Proceedings of the 6th IEEE International Conference on Information Visualization, 2002, IEEE Press. pp. 549\u2013554","DOI":"10.1109\/IV.2002.1028828"},{"key":"910_CR34","doi-asserted-by":"crossref","unstructured":"Rose E, Levinson D (2004) Understanding user goals in web search. In: Proceedings of the 13th international conference on World Wide Web (WWW\u201904). ACM, New York, NY, USA, 13\u201319","DOI":"10.1145\/988672.988675"},{"issue":"3","key":"910_CR35","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1016\/j.chb.2009.11.013","volume":"26","author":"L Salmeron","year":"2010","unstructured":"Salmeron L, Gil L, Braten I, St\u00f8ms\u00f8 H (2010) Comprehension effects of signalling relationships between documents in search engines. Comput Hum Behav 26(3):419\u2013426","journal-title":"Comput Hum Behav"},{"issue":"5","key":"910_CR36","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1016\/0306-4573(88)90021-0","volume":"24","author":"G Salton","year":"1988","unstructured":"Salton G, Buckley C (1988) Term weighting approaches in automatic text retrieval. Inf Process Manag 24(5):513\u2013523, August 1988","journal-title":"Inf Process Manag"},{"issue":"3","key":"910_CR37","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1109\/69.929893","volume":"13","author":"S Santini","year":"2001","unstructured":"Santini S, Gupta A, Jain R (2001) Emergent semantics through interaction in image databases. IEEE Trans Knowl Data Eng 13(3):337\u2013351","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"910_CR38","doi-asserted-by":"crossref","unstructured":"Singh R, Hsu YW (2007) Analysis of usage patterns in experiential multiple perspective web-search. In: Proceedings of the 15th international conference on Multimedia (MULTIMEDIA\u201907). ACM, New York, NY, USA, 569\u2013572","DOI":"10.1145\/1291233.1291373"},{"key":"910_CR39","doi-asserted-by":"crossref","unstructured":"Singh R, Hsu YA-W, Sun WC, Chiture D, Yan L (2005) Rethinking the presentation of results from web search. In: Proceedings of the IEEE International Conference on Multimedia and Expo. pp. 1492\u20131495","DOI":"10.1109\/ICME.2005.1521715"},{"key":"910_CR40","doi-asserted-by":"crossref","unstructured":"Singh R, Jain R (2006) From information centric to experiential environments. In: Goldin D, Smolka S, Wegner P (eds) Interactive computation: the new paradigm. Springer Verlag, pp. 323\u2013351. ISBN: 978\u20133540346661","DOI":"10.1007\/3-540-34874-3_13"},{"key":"910_CR41","doi-asserted-by":"crossref","unstructured":"Singh R, Li Z, Kim P, Pack D, Jain R (2004) Event-based modeling and processing of digital media. In: Proceedings of the 1st international workshop on Computer vision meets databases (CVDB\u201904). ACM, New York, NY, USA, pp. 19\u201326","DOI":"10.1145\/1039470.1039478"},{"key":"910_CR42","unstructured":"Singh R, Pinzon JC (2007) Study and analysis of user behavior and usage patterns in a unified personal multimedia information environment. In: Proceedings of the IEEE International Conference on Multimedia and Expo, pp. 1031\u20131034, 2007"},{"issue":"12","key":"910_CR43","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1109\/34.895972","volume":"22","author":"AWM Smeulders","year":"2000","unstructured":"Smeulders AWM, Worring M, Santini S, Gupta A, Jain R (2000) Content based image retrieval at the end of the early years. IEEE Trans Pattern Anal Mach Intell 22(12):1349\u20131380","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"4","key":"910_CR44","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1561\/1500000014","volume":"2","author":"CGM Snoek","year":"2009","unstructured":"Snoek CGM, Worring M (2009) Concept-based video retrieval. Found Trends Inform Retrieval 2(4):215\u2013322","journal-title":"Found Trends Inform Retrieval"},{"key":"910_CR45","unstructured":"Strehl A (2002) Relationship-based clustering and cluster ensembles for high-dimensional data mining, PhD Dissertation, Department of Electrical and Computer Engineering, University of Texas at Austin"},{"key":"910_CR46","doi-asserted-by":"crossref","unstructured":"Teevan J, Alvarado C, Ackerman MS, Karger DR (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 (CHI\u201904). ACM, New York, NY, USA, 415\u2013422","DOI":"10.1145\/985692.985745"},{"key":"910_CR47","doi-asserted-by":"crossref","unstructured":"Toyama K, Logan R, Roseway A, Anandan P (2003) Geographic location tags on digital images. In: Proceedings of the eleventh ACM international conference on Multimedia (MULTIMEDIA\u201903). ACM, New York, NY, USA, 156\u2013166","DOI":"10.1145\/957013.957046"},{"key":"910_CR48","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1287\/isre.2.1.63","volume":"2","author":"I Vessey","year":"1991","unstructured":"Vessey I, Galletta D (1991) Cognitive fit: an empirical study of information acquisition. Inf Syst Res 2:63\u201384","journal-title":"Inf Syst Res"},{"key":"910_CR49","unstructured":"Wang X-J, Ma W-Y, He Q-C, Li X (2004) Grouping web image search result. In: Proceedings of the 12th annual ACM international conference on Multimedia (MULTIMEDIA\u201904). ACM, New York, NY, USA, 436\u2013439"},{"key":"910_CR50","doi-asserted-by":"crossref","unstructured":"White RW, Drucker SM, Marchionini G, Hearst M, Schraefel MC (2007) Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction. In: Proceedings of CHI\u201907 extended abstracts on Human factors in computing systems (CHI EA\u201907). ACM, New York, NY, USA, pp. 2877\u20132880","DOI":"10.1145\/1240866.1241100"},{"key":"910_CR51","doi-asserted-by":"crossref","DOI":"10.2200\/S00174ED1V01Y200901ICR003","volume-title":"Exploratory search: beyond the query-response paradigm","author":"RW White","year":"2009","unstructured":"White RW, Roth RA (2009) Exploratory search: beyond the query-response paradigm. Morgan and Claypool, San Rafael"},{"issue":"1","key":"910_CR52","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/1800000003","volume":"2","author":"ML Wilson","year":"2010","unstructured":"Wilson ML, Kules B, Schraefel MC, Shneiderman B (2010) From keyword search to exploration: designing future search interfaces for the web. Found Trends Web Sci 2(1):1\u201397","journal-title":"Found Trends Web Sci"},{"key":"910_CR53","first-page":"442","volume-title":"Reading in information visualization: using vision to think","author":"JA Wise","year":"1999","unstructured":"Wise JA, Thomas JJ, Pennock K, Lantrip D, Pottier M, Schur A, Crow V (1999) Visualizing the non-visual: spatial analysis and interaction with information from text documents. In: Card SK, Mackinlay JD, Shneiderman B (eds) Reading in information visualization: using vision to think. Morgan Kaufmann, San Francisco, pp 442\u2013445"},{"key":"910_CR54","doi-asserted-by":"crossref","unstructured":"Woodruff A, Faulring A, Rosenholtz R, Morrsion J, Pirolli P (2001) Using thumbnails to search the Web. In: Proceedings of the SIGCHI conference on Human factors in computing systems (CHI\u201901). ACM, New York, NY, USA, 198\u2013205","DOI":"10.1145\/365024.365098"},{"key":"910_CR55","unstructured":"Yee K-P, Swearingen K, Li K, Hearst M (2003) Faceted metadata for image search and browsing. In: Proceedings of the SIGCHI conference on Human factors in computing systems (CHI\u201903). ACM, New York, NY, USA, 401\u2013408"},{"key":"910_CR56","first-page":"1361","volume-title":"Proceedings of the eighth international conference on World Wide Web (WWW\u201999)","author":"O Zamir","year":"1999","unstructured":"Zamir O, Etzioni O (1999) Grouper: a dynamic clustering interface to Web search results. In: Enslow PH Jr (ed) Proceedings of the eighth international conference on World Wide Web (WWW\u201999). Elsevier North-Holland, Inc., New York, pp 1361\u20131374"},{"key":"910_CR57","unstructured":"Zeng H-J, He Q-C, Chen Z, Ma W-Y, Ma J (2004) Learning to cluster web-search results. In: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR\u201904). ACM, New York, NY, USA, 210\u2013217"},{"key":"910_CR58","doi-asserted-by":"crossref","unstructured":"Zubizarreta \u00c1, Fuente P, Cantera JM, Arias M, Cabrero J, Garc\u00eda G, Llamas C, Vegas J (2008) A georeferencing multistage method for locating geographic context in web search. In: Proceeding of the 17th ACM conference on Information and knowledge management (CIKM\u201908). ACM, New York, NY, USA, pp. 1485\u20131486","DOI":"10.1145\/1458082.1458347"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-011-0910-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-011-0910-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-011-0910-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,11]],"date-time":"2023-06-11T00:58:40Z","timestamp":1686445120000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-011-0910-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,11,10]]},"references-count":58,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,1]]}},"alternative-id":["910"],"URL":"https:\/\/doi.org\/10.1007\/s11042-011-0910-2","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,11,10]]}}}