{"id":"https://openalex.org/W2018000967","doi":"https://doi.org/10.4018/jiit.2006010103","title":"Mining Matrix Pattern from Mobile Users","display_name":"Mining Matrix Pattern from Mobile Users","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2018000967","doi":"https://doi.org/10.4018/jiit.2006010103","mag":"2018000967"},"language":"en","primary_location":{"id":"doi:10.4018/jiit.2006010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2006010103","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","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/A5041672383","display_name":"John Goh","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"John Goh","raw_affiliation_strings":["Monash University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065353209","display_name":"David Taniar","orcid":"https://orcid.org/0000-0002-8862-3960"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Taniar","raw_affiliation_strings":["Monash University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8862-3960","affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041672383"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11790364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":"1","first_page":"37","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9871000051498413,"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":0.9871000051498413,"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/T11106","display_name":"Data Management and Algorithms","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8184505701065063},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5911982655525208},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5159236192703247},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.477914422750473},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4674665927886963},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.44959983229637146},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4309900403022766},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18777936697006226},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14903759956359863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184505701065063},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5911982655525208},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5159236192703247},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.477914422750473},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4674665927886963},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.44959983229637146},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4309900403022766},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18777936697006226},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14903759956359863},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jiit.2006010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jiit.2006010103","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jiit00:v:2:y:2006:i:1:p:37-67","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jiit.2006010103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W112225260","https://openalex.org/W1643630714","https://openalex.org/W1980517880","https://openalex.org/W2012451152","https://openalex.org/W2029635056","https://openalex.org/W2039396857","https://openalex.org/W2069862280","https://openalex.org/W2082011919","https://openalex.org/W2141332218","https://openalex.org/W2163112810"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W2048100608","https://openalex.org/W2090296580","https://openalex.org/W4243905374","https://openalex.org/W1576249345","https://openalex.org/W1796074903","https://openalex.org/W4254967497"],"abstract_inverted_index":{"Mobile":[0],"user":[1,53,106,197,260],"data":[2,10,54,107,198,261],"mining":[3,55,156,219,225],"is":[4],"about":[5],"extracting":[6],"knowledge":[7],"from":[8,12,116,206],"raw":[9],"collected":[11],"mobile":[13,52,81,105,114,131,166,179,196,259],"users.":[14,167],"There":[15],"have":[16,71],"been":[17],"a":[18,122,207,212,236],"few":[19],"approaches":[20],"developed,":[21],"such":[22,223],"as":[23,224],"frequency":[24],"pattern":[25,31,44,110],"(Goh":[26,45,56],"&amp;":[27,40,46,57],"Taniar,":[28,47,58],"2004),":[29],"group":[30],"(Lim,":[32],"Wang,":[33,38],"Ong,":[34],"et":[35],"al.,":[36],"2003;":[37],"Lim,":[39],"Hwang,":[41],"2003),":[42],"parallel":[43],"2005)":[48],"and":[49,83,147,192,233,244,248],"location":[50,78,88,101,125,146],"dependent":[51,102],"2004).":[59],"Previously":[60],"proposed":[61,91,201,253],"methods":[62],"share":[63],"the":[64,77,80,87,100,113,117,130,144,149,153,161,165,178,183,187,226,229,252],"common":[65],"drawbacks":[66],"of":[67,79,86,119,121,155,164,231],"costly":[68],"resources":[69],"that":[70,251],"to":[72,94,142,194,211,217],"be":[73,136,190,256],"spent":[74],"in":[75,175,215,220],"identifying":[76,160],"node":[82,132],"constant":[84],"updating":[85],"information.":[89],"The":[90,200,246],"method":[92,202,254],"aims":[93],"address":[95],"this":[96],"issue":[97],"by":[98,138],"using":[99,139],"approach":[103],"for":[104,152,258],"mining.":[108,199,262],"Matrix":[109],"looks":[111],"at":[112],"nodes":[115,180],"point":[118],"view":[120],"particular":[123],"fixed":[124],"rather":[126,158],"than":[127,159],"constantly":[128],"following":[129],"itself.":[133],"This":[134,168],"can":[135,255],"done":[137],"sparse":[140],"matrix":[141,150,188,210,214],"map":[143],"physical":[145,185],"use":[148],"itself":[151,205],"rest":[154],"process,":[157],"real":[162],"coordinates":[163],"allows":[169],"performance":[170,247],"efficiency":[171],"with":[172],"slight":[173],"sacrifice":[174],"accuracy.":[176],"As":[177],"visit":[181],"along":[182],"mapped":[184],"area,":[186,238],"will":[189],"marked":[191],"used":[193,257],"perform":[195],"further":[203],"extends":[204],"single":[208],"layer":[209],"multi-layer":[213],"order":[216],"accommodate":[218],"different":[221],"contexts,":[222],"relationship":[227],"between":[228],"theme":[230],"food":[232],"fashion":[234],"within":[235],"geographical":[237],"thus":[239],"making":[240],"it":[241],"more":[242],"robust":[243],"flexible.":[245],"evaluation":[249],"shows":[250]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
