{"id":"https://openalex.org/W2163390946","doi":"https://doi.org/10.1002/meet.1450440232","title":"Modeling Web session behavior using cluster analysis: A comparison of three search settings","display_name":"Modeling Web session behavior using cluster analysis: A comparison of three search settings","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2163390946","doi":"https://doi.org/10.1002/meet.1450440232","mag":"2163390946"},"language":"en","primary_location":{"id":"doi:10.1002/meet.1450440232","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.1450440232","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.1450440232","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.1450440232","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069171976","display_name":"Dietmar Wolfram","orcid":null},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]},{"id":"https://openalex.org/I38260057","display_name":"In-Q-Tel","ror":"https://ror.org/02qp5k481","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I38260057"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dietmar Wolfram","raw_affiliation_strings":["School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201; Tel: 414-229-6836","Tel: 414-229-6836","School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201"],"affiliations":[{"raw_affiliation_string":"School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201; Tel: 414-229-6836","institution_ids":["https://openalex.org/I43579087"]},{"raw_affiliation_string":"Tel: 414-229-6836","institution_ids":["https://openalex.org/I38260057"]},{"raw_affiliation_string":"School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101717901","display_name":"Peiling Wang","orcid":"https://orcid.org/0000-0003-4202-7570"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I38260057","display_name":"In-Q-Tel","ror":"https://ror.org/02qp5k481","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I38260057"]},{"id":"https://openalex.org/I4210118248","display_name":"Circle Park","ror":"https://ror.org/029nw1q67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210118248"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Peiling Wang","raw_affiliation_strings":["School of Information Sciences, College of Communication and Information, The University of Tennessee at Knoxville, Knoxville, TN 37996-0341; Tel: 865-974-3700","Tel: 865-974-3700","School of Information Sciences, College of Communication and Information, The University of Tennessee at Knoxville, Knoxville, TN 37996-0341"],"affiliations":[{"raw_affiliation_string":"School of Information Sciences, College of Communication and Information, The University of Tennessee at Knoxville, Knoxville, TN 37996-0341; Tel: 865-974-3700","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]},{"raw_affiliation_string":"Tel: 865-974-3700","institution_ids":["https://openalex.org/I38260057"]},{"raw_affiliation_string":"School of Information Sciences, College of Communication and Information, The University of Tennessee at Knoxville, Knoxville, TN 37996-0341","institution_ids":["https://openalex.org/I4210118248","https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406019","display_name":"Jin Zhang","orcid":"https://orcid.org/0000-0003-4199-5641"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201 Tel: 414-229-2712"],"affiliations":[{"raw_affiliation_string":"School of Information Studies, University of Wisconsin-Milwaukee, P.O. Box 413, Milwaukee, WI 53201 Tel: 414-229-2712","institution_ids":["https://openalex.org/I43579087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069171976","https://openalex.org/A5100406019","https://openalex.org/A5101717901"],"corresponding_institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I38260057","https://openalex.org/I4210118248","https://openalex.org/I43579087","https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":3.165,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93313558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"44","issue":"1","first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.9356296062469482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7103309035301208},{"id":"https://openalex.org/keywords/transaction-log","display_name":"Transaction log","score":0.6613929867744446},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.6325435042381287},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6078954935073853},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5003180503845215},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.4840035140514374},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3460102379322052},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24175816774368286}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.9356296062469482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103309035301208},{"id":"https://openalex.org/C2212953","wikidata":"https://www.wikidata.org/wiki/Q948454","display_name":"Transaction log","level":3,"score":0.6613929867744446},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.6325435042381287},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6078954935073853},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5003180503845215},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.4840035140514374},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3460102379322052},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24175816774368286}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/meet.1450440232","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.1450440232","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.1450440232","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/meet.1450440232","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.1450440232","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.1450440232","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306122","display_name":"Institute of Museum and Library Services","ror":"https://ror.org/030prv062"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2163390946.pdf","grobid_xml":"https://content.openalex.org/works/W2163390946.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W137628433","https://openalex.org/W1496490888","https://openalex.org/W1533748861","https://openalex.org/W1982136184","https://openalex.org/W1982889956","https://openalex.org/W2081797597","https://openalex.org/W2086965792","https://openalex.org/W2090626167","https://openalex.org/W2105831293","https://openalex.org/W2124449410","https://openalex.org/W2127838257","https://openalex.org/W2132809512","https://openalex.org/W2134879521","https://openalex.org/W4250299694","https://openalex.org/W4251354316"],"related_works":["https://openalex.org/W2373786169","https://openalex.org/W1986934249","https://openalex.org/W1968414117","https://openalex.org/W66730126","https://openalex.org/W2119843648","https://openalex.org/W1592142909","https://openalex.org/W2394180742","https://openalex.org/W2154958021","https://openalex.org/W1886762453","https://openalex.org/W3124826666"],"abstract_inverted_index":{"Abstract":[0],"Session":[1],"characteristics":[2,77],"taken":[3],"from":[4],"large":[5],"transaction":[6],"logs":[7],"of":[8,44,75,93],"three":[9],"Web":[10],"search":[11,16,86,98],"environments":[12],"(academic":[13],"website,":[14],"public":[15],"engine,":[17],"consumer":[18],"health":[19],"information":[20],"service)":[21],"are":[22],"modeled":[23],"using":[24],"cluster":[25],"analysis":[26,38],"to":[27,90],"determine":[28],"if":[29],"different":[30],"session":[31,45,76],"groups":[32,92],"emerge":[33],"for":[34],"each":[35],"environment.":[36],"The":[37],"reveals":[39],"that":[40,88],"several":[41],"distinct":[42],"clusters":[43],"behaviors":[46],"emerge,":[47],"with":[48,68],"brief":[49,57],"\u201chit":[50],"and":[51,62],"run\u201d":[52],"sessions":[53,58,64],"on":[54,59,65,96],"focused":[55,66],"topics,":[56,61],"popular":[60],"sustained":[63],"topics":[67],"more":[69],"query":[70],"modifications.":[71],"A":[72],"better":[73],"understanding":[74],"can":[78],"help":[79],"system":[80],"designers":[81],"by":[82],"developing":[83],"interfaces":[84],"or":[85],"features":[87],"cater":[89],"identifiable":[91],"users":[94],"based":[95],"their":[97],"behaviors.":[99]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
