{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T00:47:13Z","timestamp":1761007633911,"version":"build-2065373602"},"reference-count":29,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2011,2,3]],"date-time":"2011-02-03T00:00:00Z","timestamp":1296691200000},"content-version":"vor","delay-in-days":94,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc of Assoc for Info"],"published-print":{"date-parts":[[2010,11]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Over the last few years, faceted search emerged as an attractive alternative to the traditional \u201ctext box\u201d search and has become one of the standard ways of interaction on many e\u2010commerce sites. However, these applications of faceted search are limited to domains where the objects of interests have already been classified along several independent dimensions, such as price, year, or brand. While automatic approaches to generate faceted search interfaces were proposed, it is not yet clear to what extent the automatically\u2010produced interfaces will be useful to real users, and whether their quality can match or surpass their manually\u2010produced predecessors. The goal of this paper is to introduce an exploratory search interface called ImageSieve, which shares many features with traditional faceted browsing, but can function without the use of traditional faceted metadata. ImageSieve uses automatically extracted and classified named entities, which play important roles in many domains (such as news collections, image archives, etc.). We describe one specific application of ImageSieve for image search. Here, named entities extracted from the descriptions of the retrieved images are used to organize a faceted browsing interface, which then helps users to make sense of and further explore the retrieved images. The results of a user study of ImageSieve demonstrate that a faceted search system based on named entities can help users explore large collections and find relevant information more effectively.<\/jats:p>","DOI":"10.1002\/meet.14504701217","type":"journal-article","created":{"date-parts":[[2011,2,3]],"date-time":"2011-02-03T16:35:46Z","timestamp":1296750946000},"page":"1-10","source":"Crossref","is-referenced-by-count":13,"title":["Imagesieve: Exploratory search of museum archives with named entity\u2010based faceted browsing"],"prefix":"10.1002","volume":"47","author":[{"given":"Yiling","family":"Lin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae\u2010Wook","family":"Ahn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Brusilovsky","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daqing","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"William","family":"Real","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2011,2,3]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"crossref","unstructured":"Ahn J.\u2010w. Brusilovsky P. Grady J. He D. &Florian R.(2010).Semantic annotation based exploratory search for information analysts. Information Processing and Management in press.","DOI":"10.1016\/j.ipm.2010.02.001"},{"key":"e_1_2_8_3_1","doi-asserted-by":"crossref","unstructured":"Ahn J.\u2010w. Brusilovsky P. Grady J. He D. &Syn S. Y.(2007).Open user profiles for adaptive news systems: help or harm?Paper Presented at the the 16th international conference on World Wide Web WWW '07 Banff Canada.","DOI":"10.1145\/1242572.1242575"},{"key":"e_1_2_8_4_1","doi-asserted-by":"crossref","unstructured":"Ahn J.\u2010w. Brusilovsky P. He D. Grady J. &Li Q.(2008).Personalized Web exploration with task models. Paper Presented at the the 17th international conference on World Wide Web WWW '08 Beijing China.","DOI":"10.1145\/1367497.1367499"},{"key":"e_1_2_8_5_1","doi-asserted-by":"crossref","unstructured":"Capra R. &Marchionini G.(2008).The relation browser tool for faceted exploratory search. Paper Presented at the JCDL '08: Proceedings of the 8th ACM\/IEEE\u2010CS joint conference on Digital libraries Pittsburgh PA USA.","DOI":"10.1145\/1378889.1378967"},{"key":"e_1_2_8_6_1","doi-asserted-by":"crossref","unstructured":"Capra R. Marchionini G. Oh J. Stutzman F. &Zhang Y.(2007).Effects of structure and interaction style on distinct search tasks. Paper Presented at the of the 7th ACM\/IEEE\u2010CS joint conference on Digital libraries JCDL '07 Vancouver BC Canada.","DOI":"10.1145\/1255175.1255267"},{"key":"e_1_2_8_7_1","doi-asserted-by":"crossref","unstructured":"Chen H. &Dumais S.(2000).Bringing order to the web: Automatically categorizing search results. Paper Presented at the ACM SIGCHI Conference on Human Factors in Computing Systems CHI'2000 The Hague The Netherlands.","DOI":"10.1145\/332040.332418"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(88)90075-1"},{"key":"e_1_2_8_9_1","unstructured":"Dakka W. Dayal R. &Ipeirotis P. G.(2006).Automatic discovery of useful facet terms. Paper Presented at the Faceted Search Workshop at SIGIR'2006 Seattle WA USA."},{"key":"e_1_2_8_10_1","doi-asserted-by":"crossref","unstructured":"Dakka W. &Ipeirotis P. G.(2008).Automatic extraction of useful facet hierarchies from text databases. Paper Presented at the IEEE 24th International Conference on Data Engineering Cancun Mexico.","DOI":"10.1109\/ICDE.2008.4497455"},{"key":"e_1_2_8_11_1","doi-asserted-by":"crossref","unstructured":"Florian R. Hassan H. Jing H. Kambhatla N. Luo X. Nicolov N. et al. (2004).A statistical model for multilingual entity detection and tracking. Paper Presented at the Human Language Technologies 2004: the Conference of the North American Chapter of the Association for Computational Linguistics HLT\u2010NAACL'04.","DOI":"10.21236\/ADA460245"},{"key":"e_1_2_8_12_1","doi-asserted-by":"crossref","unstructured":"Hearst M. A.(1995).TileBars: Visualization of term distribution information in full text information access. Paper Presented at the CHI'95 Denver.","DOI":"10.1145\/223904.223912"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1121949.1121983"},{"key":"e_1_2_8_14_1","unstructured":"Hearst M. A.(2006b).Design recommendations for hierarchical faceted search interfaces. Paper Presented at the Faceted Search Workshop at SIGIR'2006 Seattle WA USA."},{"key":"e_1_2_8_15_1","doi-asserted-by":"crossref","unstructured":"Hearst M. A. &Pedersen J. O.(1996).Reexamining the cluster hypothesis: Scatter\/Gather on retrieval results. Paper Presented at the 19th International ACM SIGIR Conference on Research and Development in Information Retrieval SIGIR'96 Zurich Switzerland.","DOI":"10.1145\/243199.243216"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2007.07.003"},{"key":"e_1_2_8_17_1","doi-asserted-by":"crossref","unstructured":"K\u00e4ki M.(2005).Findex: search result categories help users when document ranking fails. Paper Presented at the ACM SIGCHI Conference on Human factors in computing systems CHI 2005 Portland Oregon USA.","DOI":"10.1145\/1054972.1054991"},{"key":"e_1_2_8_18_1","doi-asserted-by":"crossref","unstructured":"Karlson A. Robertson G. Robbins D. Czerwinski M. &Smith G.(2006).FaThumb: a facet\u2010based interface for mobile search. Paper Presented at the CHI '06: SIGCHI conference on Human Factors in computing systems.","DOI":"10.1145\/1124772.1124878"},{"key":"e_1_2_8_19_1","unstructured":"Kohlsch\u00fctter C. 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