{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,18]],"date-time":"2024-06-18T11:56:01Z","timestamp":1718711761282},"reference-count":57,"publisher":"Emerald","issue":"6","license":[{"start":{"date-parts":[[2015,11,16]],"date-time":"2015-11-16T00:00:00Z","timestamp":1447632000000},"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":[[2015,11,16]]},"abstract":"Purpose<\/jats:title>\u2013 The purpose of this paper is to investigate when and how people working in collaboration could be benefitted by an exploratory search task, specifically focussing on team size and its effect on the outcomes of such a task.<\/jats:p><\/jats:sec>Design\/methodology\/approach<\/jats:title>\u2013 The paper investigates the effects of team sizes on exploratory search tasks using a lab study involving 68 participants \u2013 12 individuals, ten dyads, and 12 triads. In order to assess various factors during their exploratory search sessions, an evaluation framework is synthesized using relevant literature. The framework consists of measures for five groups of quantities relevant to exploratory search: information exposure, information relevancy, information search, performance, and learning.<\/jats:p><\/jats:sec>Findings<\/jats:title>\u2013 The analyses on the user study data using the proposed framework reveals that while individuals working alone cover more information than those working in teams, the teams (dyads and triads) are able to achieve better information coverage and search performance due to their collaborative strategies. In many of the measures, the triads are found to be even better than the dyads, demonstrating the value of adding a collaborator to a search process with multiple facets.<\/jats:p><\/jats:sec>Originality\/value<\/jats:title>\u2013 The findings shed light on not only how collaborative work could help in achieving better results in exploratory search, but also how team sizes affect specific aspects \u2013 information exposure, information relevancy, information search, performance, and learning \u2013 of exploratory search. This has implications for system designers, information managers, and educators.<\/jats:p><\/jats:sec>","DOI":"10.1108\/ajim-05-2015-0082","type":"journal-article","created":{"date-parts":[[2015,11,5]],"date-time":"2015-11-05T08:59:16Z","timestamp":1446713956000},"page":"636-662","source":"Crossref","is-referenced-by-count":10,"title":["Two ' s company, but three ' s no crowd"],"prefix":"10.1108","volume":"67","author":[{"given":"Chirag","family":"Shah","sequence":"first","affiliation":[]},{"given":"Chathra","family":"Hendahewa","sequence":"additional","affiliation":[]},{"given":"Roberto","family":"Gonz\u00e1lez-Ib\u00e1\u00f1ez","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"key":"key2020121921191182100_b1","doi-asserted-by":"crossref","unstructured":"Allan, J. (2004), \u201cHARD track overview in TREC 2004: high accuracy retrieval from documents\u201d, in Proceedings of TREC 2004, pp. 24-37.","DOI":"10.21236\/ADA455426"},{"key":"key2020121921191182100_b2","unstructured":"Allen, B. (1997), \u201cInformation needs: a person-in-situation approach\u201d, Proceedings of an International Conference on Information Seeking in Context. ISIC \u201996. Taylor Graham Publishing, London, pp. 111-122, available at: http:\/\/dl.acm.org\/citation.cfm?id=267190.267197 (accessed October 13, 2015)."},{"key":"key2020121921191182100_b3","doi-asserted-by":"crossref","unstructured":"Aneiros, M. and Estivill-Castro, V. (2005), \u201cUsability of real-time unconstrained www-co-browsing for educational settings\u201d, Proceedings \u2013 2005 IEEE\/WIC\/ACM InternationalConference on Web Intelligence, WI, 2005, pp. 105-111.","DOI":"10.1109\/WI.2005.154"},{"key":"key2020121921191182100_b4","unstructured":"Baeza-Yates, R. and Pino, J.A. (1997), \u201cA first step to formally evaluate collaborative work\u201d, Proceedings of the International ACM SIGGROUP Conference on Supporting Group Work: the Integration Challenge \u2013 GROUP \u201997, pp. 56-60, available at: http:\/\/dl.acm.org\/citation.cfm?id=266838.266860 (accessed October 13, 2015)."},{"key":"key2020121921191182100_b5","doi-asserted-by":"crossref","unstructured":"Bates, M.J. (1979), \u201cInformation search tactics\u201d, Journal of the American Society for Information Science , Vol. 30 No. 4, pp. 205-214, available at: http:\/\/dx.doi.org\/10.1002\/asi.4630300406","DOI":"10.1002\/asi.4630300406"},{"key":"key2020121921191182100_b6","doi-asserted-by":"crossref","unstructured":"Bawden, D. 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UK: British Computer Society, Swinton, pp. 1, available at: http:\/\/dl.acm.org\/citation.cfm?id=2228065.2228066 (accessed October 13, 2015)."},{"key":"key2020121921191182100_b9","doi-asserted-by":"crossref","unstructured":"Broder, A. (2002), \u201cA taxonomy of web search\u201d, SIGIR Forum , Vol. 36 No. 2, pp. 3-10.","DOI":"10.1145\/792550.792552"},{"key":"key2020121921191182100_b10","unstructured":"Budd, J.M. (2004), \u201cRelevance: language, semantics, philosophy\u201d, Library Trends , Vol. 52 No. 3, pp. 447-462."},{"key":"key2020121921191182100_b12","doi-asserted-by":"crossref","unstructured":"Denning, P.J. (2007), \u201cMastering the mess\u201d, Communications of the ACM , Vol. 50 No. 4, pp. 21-25.","DOI":"10.1145\/1232743.1232763"},{"key":"key2020121921191182100_b11","doi-asserted-by":"crossref","unstructured":"Denning, P.J. and Yaholkovsky, P. 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