{"id":"https://openalex.org/W1988086263","doi":"https://doi.org/10.1080/00207720600891711","title":"Modeling support changes in streaming item sets","display_name":"Modeling support changes in streaming item sets","publication_year":2006,"publication_date":"2006-09-12","ids":{"openalex":"https://openalex.org/W1988086263","doi":"https://doi.org/10.1080/00207720600891711","mag":"1988086263"},"language":"en","primary_location":{"id":"doi:10.1080/00207720600891711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720600891711","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"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":"International Journal of Systems Science","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/A5070248228","display_name":"Vasudha Bhatnagar","orcid":"https://orcid.org/0000-0002-9706-9340"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vasudha Bhatnagar","raw_affiliation_strings":["Department of Computer Science , University of Delhi , Delhi, India","Department of Computer Science University of Delhi Delhi India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Delhi , Delhi, India","institution_ids":["https://openalex.org/I110166357"]},{"raw_affiliation_string":"Department of Computer Science University of Delhi Delhi India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000026204","display_name":"Sarabjeet Kaur","orcid":"https://orcid.org/0000-0001-9406-7414"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sarabjeet Kochhar","raw_affiliation_strings":["Department of Computer Science , University of Delhi , Delhi, India","Department of Computer Science University of Delhi Delhi India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science , University of Delhi , Delhi, India","institution_ids":["https://openalex.org/I110166357"]},{"raw_affiliation_string":"Department of Computer Science University of Delhi Delhi India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070248228"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":null,"apc_paid":null,"fwci":1.7237,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88609193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"37","issue":"13","first_page":"879","last_page":"891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.995199978351593,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7764173746109009},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6967664957046509},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5888886451721191},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5132448673248291},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5005030632019043},{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.4546507000923157},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3548853397369385},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09401306509971619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7764173746109009},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6967664957046509},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5888886451721191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5132448673248291},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5005030632019043},{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.4546507000923157},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3548853397369385},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09401306509971619},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720600891711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720600891711","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"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":"International Journal of Systems Science","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":34,"referenced_works":["https://openalex.org/W62151500","https://openalex.org/W189929561","https://openalex.org/W1492078655","https://openalex.org/W1493892051","https://openalex.org/W1515347377","https://openalex.org/W1519440323","https://openalex.org/W1529740232","https://openalex.org/W1606615585","https://openalex.org/W1761167196","https://openalex.org/W1826290430","https://openalex.org/W1965972569","https://openalex.org/W1974297774","https://openalex.org/W2000106226","https://openalex.org/W2001474264","https://openalex.org/W2010657328","https://openalex.org/W2045646326","https://openalex.org/W2058148593","https://openalex.org/W2058907819","https://openalex.org/W2062735494","https://openalex.org/W2064853889","https://openalex.org/W2069980026","https://openalex.org/W2102476072","https://openalex.org/W2118828104","https://openalex.org/W2124507579","https://openalex.org/W2130297445","https://openalex.org/W2132461362","https://openalex.org/W2152637787","https://openalex.org/W2153775814","https://openalex.org/W2167973519","https://openalex.org/W2398660820","https://openalex.org/W2913254968","https://openalex.org/W4232534713","https://openalex.org/W4252403066","https://openalex.org/W6637685275"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2106570241","https://openalex.org/W2379474341","https://openalex.org/W2801575137","https://openalex.org/W1991704213","https://openalex.org/W2525035922","https://openalex.org/W2353098443","https://openalex.org/W4319987593","https://openalex.org/W2185414581"],"abstract_inverted_index":{"Monitoring":[0,34],"of":[1,18,22,35,42,51,57,65,72,80,89,122,129,144,156,173,191],"changes":[2,36,67,82,130,150,200],"in":[3,16,37,63,83,131,152,161,201],"trends":[4,38],"discovered":[5],"from":[6],"data":[7,59,163],"streams":[8],"has":[9],"been":[10],"recognized":[11],"as":[12,25],"an":[13,94,171],"important":[14],"problem":[15,79],"view":[17],"the":[19,43,52,58,66,70,73,78,101,126,141,149,153,157,162,183,189],"growing":[20],"number":[21],"applications":[23,84],"such":[24],"network":[26],"flow":[27],"analysis,":[28],"e-business,":[29],"stock":[30],"market":[31],"analysis":[32],"etc.":[33],"necessitates":[39],"periodic":[40],"mining":[41],"stream,":[44],"which":[45,120],"is":[46,109,136],"a":[47,112,174],"challenging":[48],"task":[49],"because":[50],"high-speed,":[53],"high-volume,":[54],"only-one-look":[55],"characteristics":[56],"streams.":[60],"User":[61],"subjectivity":[62,99,108],"monitoring":[64,178],"adds":[68],"to":[69,96,125,147,180],"complexity":[71],"problem.":[74],"This":[75,167,185],"study":[76,168],"addresses":[77],"modeling":[81,102],"that":[85],"monitor":[86],"frequency":[87,133,203],"behavior":[88,135,155],"item":[90,118,159,194],"sets":[91,160],"and":[92,196,198],"proposes":[93,170],"approach":[95],"integrate":[97],"user":[98,107,175],"with":[100],"task.":[103],"In":[104],"our":[105],"approach,":[106],"captured":[110],"through":[111],"three-stage":[113],"strategy":[114],"for":[115],"focusing":[116],"on":[117],"sets,":[119,195],"are":[121,165],"current":[123],"interest":[124],"user.":[127],"Modeling":[128],"their":[132,202],"(support)":[134],"proposed,":[137],"taking":[138],"into":[139],"account":[140],"user's":[142],"notion":[143],"change.":[145],"Metrics":[146],"quantify":[148],"detected":[151],"support":[154,190],"interesting":[158],"stream":[164],"introduced.":[166],"also":[169],"architecture":[172],"centric":[176],"SI-MON":[177],"system":[179,186],"carry":[181],"out":[182],"desiderata.":[184],"continually":[187],"mines":[188],"user-specified":[192],"\u201cinteresting\u201d":[193],"discovers":[197],"models":[199],"behavior.":[204]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
