{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T18:08:31Z","timestamp":1754158111088,"version":"3.41.2"},"reference-count":5,"publisher":"Emerald","issue":"1","license":[{"start":{"date-parts":[[2007,2,27]],"date-time":"2007-02-27T00:00:00Z","timestamp":1172534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007,2,27]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-heading\">Purpose<\/jats:title><jats:p>The purpose of this paper is to examine clustering search results. Traditionally, search results from professional online information services presented the results in reverse chronological order. Later, relevance ranking was introduced for ordering the display of the hits on the result list to separate the wheat from the chaff.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>The need for better presentation of search results retrieved from millions, then billions, of highly unstructured and untagged Web pages became obvious. Clustering became a popular software tool to enhance relevance ranking by grouping items in the typically very large result list. The clusters of items with common semantic and\/or other characteristics can guide the users in refining their original queries, to zoom in on smaller clusters and drill down through sub\u2010groups within the cluster.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>Despite its proven efficiency, clustering is not available, except for Ask, in the primary Web\u2010wide search engines (Windows Live, Yahoo and Google).<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>Smaller, secondary Web\u2010wide search engines (WiseNut, Gigablast, and especially Exalead) offer good clustering options.<\/jats:p><\/jats:sec>","DOI":"10.1108\/14684520710731056","type":"journal-article","created":{"date-parts":[[2007,2,28]],"date-time":"2007-02-28T12:14:10Z","timestamp":1172664850000},"page":"85-91","source":"Crossref","is-referenced-by-count":4,"title":["Clustering search results. Part I: web\u2010wide search engines"],"prefix":"10.1108","volume":"31","author":[{"given":"P\u00e9ter","family":"Jacs\u00f3","sequence":"first","affiliation":[]}],"member":"140","reference":[{"key":"key2022031220491142300_b1","doi-asserted-by":"crossref","unstructured":"Bates, M.E. (2005), \u201cYou still Google? That is so last week\u201d, EContent, Vol. 28 No. 9, p. 27.","DOI":"10.7748\/ns.19.29.28.s37"},{"key":"key2022031220491142300_b2","unstructured":"Hane, P. (2003), \u201cSeuss hopes Northern Light will rise and shine\u201d, Information Today, available at: www.infotoday.com\/newsbreaks\/nb030602\u20101.shtml."},{"key":"key2022031220491142300_b3","doi-asserted-by":"crossref","unstructured":"Jacs\u00f3, P. (2005), \u201cRelevance in the eye of the search software\u201d, Online Information Review, Vol. 29 No. 6, pp. 676\u2010682, available at: http:\/\/dx.doi.org\/10.1108\/14684520510638106 and an enhanced version at: www2.hawaii.edu\/ \u223c\u2009jacso\/savvy\/relevance\/.","DOI":"10.1108\/14684520510638106"},{"key":"key2022031220491142300_b4","unstructured":"Jacs\u00f3, P. (2006), \u201cWindows live academic\u201d, Peter's Digital Reference Shelf, available at: http:\/\/projects.ics.hawaii.edu\/ \u223c\u2009jacso\/gale\/windows\u2010live\u2010acad\/windows\u2010live\u2010acad.htm."},{"key":"key2022031220491142300_b5","doi-asserted-by":"crossref","unstructured":"Zeng, H.J., He, Q\u2010C., Chen, Z., Ma, W. and Ma, J. (2004), \u201cLearning to cluster Web search results\u201d, Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 210\u2010217, available at: http:\/\/doi.acm.org\/10.1145\/1008992.1009030.","DOI":"10.1145\/1008992.1009030"}],"container-title":["Online Information Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.emeraldinsight.com\/doi\/full-xml\/10.1108\/14684520710731056","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/14684520710731056\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/14684520710731056\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:40:44Z","timestamp":1753404044000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/oir\/article\/31\/1\/85-91\/314723"}},"subtitle":[],"editor":[{"given":"Mariemma","family":"Yag\u00fce","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2007,2,27]]},"references-count":5,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2007,2,27]]}},"alternative-id":["10.1108\/14684520710731056"],"URL":"https:\/\/doi.org\/10.1108\/14684520710731056","relation":{},"ISSN":["1468-4527"],"issn-type":[{"type":"print","value":"1468-4527"}],"subject":[],"published":{"date-parts":[[2007,2,27]]}}}