{"id":"https://openalex.org/W2587851609","doi":"https://doi.org/10.4018/978-1-60566-010-3","title":"Encyclopedia of Data Warehousing and Mining, Second Edition","display_name":"Encyclopedia of Data Warehousing and Mining, Second Edition","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2587851609","doi":"https://doi.org/10.4018/978-1-60566-010-3","mag":"2587851609"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-60566-010-3","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-60566-010-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},"type":"book","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":null,"display_name":"Maruster, L.","orcid":null},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maruster, L.","raw_affiliation_strings":["Montclair State University, USA"],"affiliations":[{"raw_affiliation_string":"Montclair State University, USA","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Faber, N.R.","orcid":null},"institutions":[{"id":"https://openalex.org/I196758499","display_name":"Fryske Akademy","ror":"https://ror.org/05fcmfe52","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196758499"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Faber, N.R.","raw_affiliation_strings":["Fryske Akademy (FA)"],"affiliations":[{"raw_affiliation_string":"Fryske Akademy (FA)","institution_ids":["https://openalex.org/I196758499"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wang, J.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, J.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166088655"],"apc_list":null,"apc_paid":null,"fwci":0.544,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.77851942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.909500002861023,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.909500002861023,"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/encyclopedia","display_name":"Encyclopedia","score":0.8452128171920776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5954527854919434},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5430746078491211},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4597475826740265},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4356895387172699},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.32425564527511597}],"concepts":[{"id":"https://openalex.org/C148863701","wikidata":"https://www.wikidata.org/wiki/Q5292","display_name":"Encyclopedia","level":2,"score":0.8452128171920776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5954527854919434},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5430746078491211},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4597475826740265},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4356895387172699},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.32425564527511597}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4018/978-1-60566-010-3","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-60566-010-3","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},{"id":"pmh:knaw:oai:pure.knaw.nl:publications/422e78f3-3b55-4f46-8e7a-8e4f554cb4cb","is_oa":false,"landing_page_url":"https://pure.knaw.nl/portal/en/publications/422e78f3-3b55-4f46-8e7a-8e4f554cb4cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Encyclopedia of Data Warehousing and Mining, 1589 - 1597","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"pmh:oai:pure.knaw.nl:publications/422e78f3-3b55-4f46-8e7a-8e4f554cb4cb","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11755/422e78f3-3b55-4f46-8e7a-8e4f554cb4cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401286","display_name":"KNAW research portal (Royal Academy of Art and Sciences (KNAW))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maruster, L & Faber, N R 2008, Process mining user behaviour for personalization. in J Wang (ed.), Encyclopedia of Data Warehousing and Mining. Information Science Reference, IGI Global, Hershey, NY, pp. 1589-1597. https://doi.org/10.4018/978-1-60566-010-3","raw_type":"bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2357241418","https://openalex.org/W2086064646","https://openalex.org/W2119135658","https://openalex.org/W2115485936","https://openalex.org/W2153015554","https://openalex.org/W3022131925","https://openalex.org/W2106138830","https://openalex.org/W2349174110","https://openalex.org/W1597238586"],"abstract_inverted_index":{"As":[0],"the":[1,49,99,174,177,197,257,290,351,459,494,504,516,519],"on-line":[2],"services":[3],"and":[4,23,82,94,168,283,298,346,348,350,395,449,489],"Web-based":[5],"information":[6,102,295,464],"systems":[7,28,103,142,178,301,443],"proliferate":[8],"in":[9,43,80,131,200,207,274,316,344,435,469,491],"many":[10],"domains":[11],"of":[12,51,101,133,141,153,164,176,209,235,259,293,314,360,382,397,402,429,461,508,518],"activities,":[13],"it":[14,420,513],"has":[15],"become":[16],"increasingly":[17],"important":[18,225],"to":[19,127,248,251,308,356,366,371,389,405,417,441,446,451],"model":[20,128],"user":[21,32,52,147,166,194,212,221,391,475],"behaviour":[22,53,492],"personalization,":[24],"so":[25],"that":[26,311,336,376,385,444,512],"these":[27,154,373,398],"will":[29],"appropriately":[30],"address":[31,378],"characteristics.":[33,380],"In":[34,184],"this":[35,185,201],"sense,":[36],"particular":[37],"topics":[38],"are":[39],"addressed":[40],"by":[41,477],"research":[42,226],"humancomputer":[44],"interaction":[45],"(HCI),":[46],"such":[47,375,511],"as":[48,191,217],"discovering":[50],"or":[54,412],"navigation":[55,85,130],"styles":[56],"(Balajinath":[57],"&amp;":[58,62,66,91,107,111,119,240,267,280,322,328,332,424],"Raghavan,":[59],"2001;":[60,89],"Herder":[61],"Juvina,":[63],"2005;":[64,109],"Juvina":[65,110,114],"Herder,":[67,112],"2005b;":[68,117],"Mensalvas":[69],"et":[70,74,115],"al.,":[71,75,116],"2003;":[72,105],"Obendorf,":[73],"2007),":[76],"developing":[77],"metrics":[78],"involved":[79],"modelling":[81],"assessing":[83],"web":[84,129],"(Herder,":[86],"2002;":[87],"McEneany,":[88],"Spiliopoulou":[90],"Pohle,":[92],"2001),":[93],"cognitive":[95],"models":[96],"for":[97,419,466],"improving":[98],"redesign":[100,517],"(Bollini,":[104],"Ernst":[106],"Story,":[108],"2005a;":[113],"Lee":[118],"Lee,":[120],"2003).":[121,138],"Various":[122,305],"methods":[123],"have":[124,188,245],"been":[125,189,246],"developed":[126],"case":[132,208,436],"generic":[134],"users":[135,407],"(Eirinaki":[136],"&amp;Vazirgiannis,":[137],"The":[139,427],"existence":[140],"and/or":[143],"interfaces":[144],"neglecting":[145],"specific":[146,165,172,193,211,219],"groups":[148,476],"results":[149],"into":[150],"low":[151,233],"performance":[152],"systems,":[155,374,388],"which":[156],"requires":[157],"further":[158],"redesign.":[159],"By":[160],"investigating":[161],"navigational":[162],"patterns":[163],"groups,":[167],"combining":[169],"with":[170,256,341,408],"their":[171,253,287],"characteristics,":[173,392],"(re)design":[175],"can":[179,203],"be":[180,204,354,367,501],"made":[181],"more":[182],"effectively.":[183],"chapter,":[186],"farmers":[187,216],"considered":[190],"a":[192,218,232,358,368,437,462],"group.":[195],"However,":[196,497],"methodology":[198],"discussed":[199],"chapter":[202],"used":[205],"also":[206],"other":[210],"groups.":[213,496],"Focusing":[214],"on":[215,481],"IT":[220],"group,":[222],"becomes":[223],"an":[224],"issue":[227],"(Thysen,":[228],"2000).":[229,278,426],"Farmers":[230],"show":[231],"rate":[234],"management":[236],"software":[237],"adoption":[238,313],"(Alvarez":[239],"Nuthall,":[241],"2006).":[242],"Different":[243],"projects":[244],"initiated":[247],"support":[249,300,448,515],"farmers,":[250,342],"pursue":[252],"decision-making":[254],"activities":[255],"aid":[258],"Information":[260,276],"Systems":[261],"(see":[262],"Fountas,":[263],"Wulfsohn,":[264],"Blackmore,":[265],"Jacobsen,":[266],"Pederson,":[268],"2006;":[269],"US":[270],"North":[271],"Central":[272],"Research":[273],"Farm":[275],"Systems,":[277],"Kuhlmann":[279,327],"Brodersen":[281],"(2001)":[282,457],"Hayman":[284],"(2003)":[285],"express":[286],"pessimism":[288],"about":[289,503],"fast":[291],"diffusion":[292],"complex":[294],"technology":[296],"tools":[297],"decision":[299],"(DSS)":[302],"among":[303],"farmers.":[304],"studies":[306],"aimed":[307],"find":[309],"factors":[310],"hamper":[312],"DSSs":[315],"agriculture":[317],"(Faber,":[318],"Jorna,":[319],"Van":[320],"Haren,":[321],"Maruster,":[323],"2007;":[324],"Kerr,":[325],"2004;":[326],"Brodersen,":[329],"2001).":[330],"Alvarez":[331],"Nuthall":[333],"(2006)":[334],"conclude":[335],"\u201csoftware":[337],"developers":[338],"must":[339,353],"work":[340],"both":[343],"design,":[345],"training":[347],"support,":[349],"system":[352,465],"configurable":[355],"suit":[357],"range":[359],"farmer":[361],"characteristics\u201d.":[362],"Therefore,":[363],"there":[364],"seems":[365],"real":[369],"need":[370,413],"personalize":[372],"they":[377,410],"farmers\u2019":[379],"Personalization":[381],"website":[383,430,438],"design":[384],"supports":[386],"DSS":[387],"incorporate":[390],"enhances":[393],"effectiveness":[394,431],"usage":[396,460],"systems.":[399],"\u201cThe":[400],"goal":[401],"personalization":[403],"is":[404,432],"provide":[406,447],"what":[409],"want":[411],"without":[414],"requiring":[415],"them":[416],"ask":[418],"explicitly\u201d":[421],"(Mulvenna,":[422],"Anand,":[423],"Buchner,":[425],"enhancement":[428],"especially":[433],"relevant":[434],"offers":[439],"access":[440],"underlying":[442],"aim":[445],"advice":[450],"its":[452],"users.":[453],"For":[454],"instance,":[455],"Jensen":[456],"analyzed":[458],"web-based":[463],"variety":[467],"selection":[468],"field":[470],"crops.":[471],"He":[472],"compared":[473],"four":[474,495],"constructing":[478],"measures":[479],"based":[480],"logged":[482],"information.":[483],"This":[484],"analysis":[485],"reveals":[486],"interesting":[487],"similarities":[488],"differences":[490],"concerning":[493],"no":[498],"insights":[499],"could":[500,514],"given":[502],"most":[505],"typical":[506],"sequence":[507],"behaviour/navigation":[509],"patterns,":[510],"system.":[520]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2017-02-24T00:00:00"}
