{"id":"https://openalex.org/W1611074711","doi":"https://doi.org/10.1080/07421222.2002.11045711","title":"Profiling Web Usage in the Workplace: A Behavior-Based Artificial Intelligence Approach","display_name":"Profiling Web Usage in the Workplace: A Behavior-Based Artificial Intelligence Approach","publication_year":2002,"publication_date":"2002-07-01","ids":{"openalex":"https://openalex.org/W1611074711","doi":"https://doi.org/10.1080/07421222.2002.11045711","mag":"1611074711"},"language":"en","primary_location":{"id":"doi:10.1080/07421222.2002.11045711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2002.11045711","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018863343","display_name":"Murugan Anandarajan","orcid":"https://orcid.org/0009-0007-6730-8922"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Murugan Anandarajan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5018863343"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5792,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.88990826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1","first_page":"243","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13927","display_name":"Cyberloafing and Workplace Behavior","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14064","display_name":"Organizational and Employee Performance","score":0.9186000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7217121124267578},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7035856246948242},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6787947416305542},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6237502694129944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5652598142623901},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5233444571495056},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.4708784520626068},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4012783169746399},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.2424551546573639},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12752649188041687},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.12568989396095276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217121124267578},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7035856246948242},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6787947416305542},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6237502694129944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5652598142623901},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5233444571495056},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.4708784520626068},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4012783169746399},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.2424551546573639},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12752649188041687},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.12568989396095276},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/07421222.2002.11045711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2002.11045711","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W177372924","https://openalex.org/W190774573","https://openalex.org/W1493775511","https://openalex.org/W1515402129","https://openalex.org/W1518726294","https://openalex.org/W1528905581","https://openalex.org/W1533217779","https://openalex.org/W1534110224","https://openalex.org/W1554663460","https://openalex.org/W1559269151","https://openalex.org/W1582170352","https://openalex.org/W1584405424","https://openalex.org/W1607399921","https://openalex.org/W1608292140","https://openalex.org/W1615481983","https://openalex.org/W1791587663","https://openalex.org/W1966237354","https://openalex.org/W1972888601","https://openalex.org/W1975755294","https://openalex.org/W1980569376","https://openalex.org/W1985049055","https://openalex.org/W1991497382","https://openalex.org/W1999422841","https://openalex.org/W2000172413","https://openalex.org/W2010928115","https://openalex.org/W2020009149","https://openalex.org/W2023944948","https://openalex.org/W2030087685","https://openalex.org/W2033943395","https://openalex.org/W2042496886","https://openalex.org/W2047068783","https://openalex.org/W2050075077","https://openalex.org/W2070545326","https://openalex.org/W2074937451","https://openalex.org/W2088211867","https://openalex.org/W2088716340","https://openalex.org/W2094709091","https://openalex.org/W2110485445","https://openalex.org/W2124152802","https://openalex.org/W2124330866","https://openalex.org/W2132868735","https://openalex.org/W2146185336","https://openalex.org/W2161229108","https://openalex.org/W2259221110","https://openalex.org/W3131932104"],"related_works":["https://openalex.org/W2161444195","https://openalex.org/W2589019771","https://openalex.org/W2985540061","https://openalex.org/W2185012154","https://openalex.org/W4252521128","https://openalex.org/W4287867321","https://openalex.org/W2911183501","https://openalex.org/W2104014222","https://openalex.org/W3006062179","https://openalex.org/W2144035188"],"abstract_inverted_index":{"Employees'":[0],"nonwork-related":[1],"Web":[2,28,132],"surfing":[3],"behavior":[4],"results":[5,71],"in":[6,97,129],"millions":[7],"of":[8,10,19,57,66,75,119],"dollars":[9],"expenditure":[11],"for":[12,42,88],"organizations.":[13],"This":[14],"paper":[15],"proposes":[16],"the":[17,58,76,80,94,108],"use":[18],"a":[20,67,85,104,114],"behavior-based":[21,90],"artificial":[22,32],"intelligence":[23],"system":[24,46,122],"to":[25,64,127],"profile":[26],"employee":[27],"usage":[29],"behavior.":[30],"Two":[31],"neural":[33,59],"networks":[34],"(ANN)":[35],"incorporating":[36],"genetic":[37],"algorithm":[38],"techniques":[39],"were":[40,111],"developed":[41],"this":[43,89,120],"purpose.":[44],"The":[45,54,70,117],"was":[47,62,84,101],"validated":[48],"with":[49,103],"two":[50],"different":[51],"data":[52],"sets.":[53],"classification":[55,99],"performance":[56],"network":[60],"models":[61],"compared":[63],"that":[65,73],"statistical":[68],"method.":[69],"indicate":[72],"one":[74],"ANN":[77],"models,":[78],"namely":[79],"simple":[81],"recurrent":[82],"network,":[83],"superior":[86],"classifier":[87],"problem.":[91],"In":[92],"addition,":[93],"uncertainty":[95],"inherent":[96],"such":[98],"decisions":[100],"examined":[102],"loss":[105,115],"matrix,":[106],"and":[107],"holdout":[109],"samples":[110],"reclassified":[112],"using":[113],"matrix.":[116],"output":[118],"intelligent":[121],"can":[123],"be":[124],"highly":[125],"beneficial":[126],"managers":[128],"designing":[130],"effective":[131],"management":[133],"policies.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2016-06-24T00:00:00"}