{"id":"https://openalex.org/W1966022640","doi":"https://doi.org/10.1108/14684520710780449","title":"Using conditional probabilities for automatic new topic identification","display_name":"Using conditional probabilities for automatic new topic identification","publication_year":2007,"publication_date":"2007-08-14","ids":{"openalex":"https://openalex.org/W1966022640","doi":"https://doi.org/10.1108/14684520710780449","mag":"1966022640"},"language":"en","primary_location":{"id":"doi:10.1108/14684520710780449","is_oa":false,"landing_page_url":"https://doi.org/10.1108/14684520710780449","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","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/A5085125322","display_name":"Seda \u00d6zmutlu","orcid":"https://orcid.org/0000-0002-2744-2744"},"institutions":[{"id":"https://openalex.org/I131835042","display_name":"Bursa Uluda\u011f \u00dcni\u0307versi\u0307tesi\u0307","ror":"https://ror.org/03tg3eb07","country_code":"TR","type":"education","lineage":["https://openalex.org/I131835042"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Seda Ozmutlu","raw_affiliation_strings":["Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]},{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026826074","display_name":"H. Cenk \u00d6zmutlu","orcid":"https://orcid.org/0000-0003-2540-9657"},"institutions":[{"id":"https://openalex.org/I131835042","display_name":"Bursa Uluda\u011f \u00dcni\u0307versi\u0307tesi\u0307","ror":"https://ror.org/03tg3eb07","country_code":"TR","type":"education","lineage":["https://openalex.org/I131835042"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Huseyin C. Ozmutlu","raw_affiliation_strings":["Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]},{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086247026","display_name":"Buket Buyuk","orcid":null},"institutions":[{"id":"https://openalex.org/I131835042","display_name":"Bursa Uluda\u011f \u00dcni\u0307versi\u0307tesi\u0307","ror":"https://ror.org/03tg3eb07","country_code":"TR","type":"education","lineage":["https://openalex.org/I131835042"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Buket Buyuk","raw_affiliation_strings":["Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle, Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]},{"raw_affiliation_string":"Department of Industrial Engineering, Uludag University, Gorukle Bursa, Turkey","institution_ids":["https://openalex.org/I131835042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085125322"],"corresponding_institution_ids":["https://openalex.org/I131835042"],"apc_list":null,"apc_paid":null,"fwci":4.9826,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94961633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"4","first_page":"491","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9995999932289124,"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":0.9995999932289124,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9993000030517578,"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/T11719","display_name":"Data Quality and Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.8153667449951172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7813358306884766},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5872294306755066},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5695234537124634},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5542706847190857},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.5030574202537537},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.49718621373176575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4967392086982727},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.46025335788726807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30211755633354187},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18187656998634338},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13710451126098633},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09759017825126648}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.8153667449951172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813358306884766},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5872294306755066},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5695234537124634},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5542706847190857},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.5030574202537537},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.49718621373176575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4967392086982727},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.46025335788726807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30211755633354187},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18187656998634338},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13710451126098633},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09759017825126648},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/14684520710780449","is_oa":false,"landing_page_url":"https://doi.org/10.1108/14684520710780449","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","raw_type":"journal-article"},{"id":"pmh:32add552-ceb2-499d-b997-532dfb9c73cb","is_oa":false,"landing_page_url":"https://avesis.uludag.edu.tr/publication/details/32add552-ceb2-499d-b997-532dfb9c73cb/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055210","display_name":"Bursa Uludag University - AVESIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W141372029","https://openalex.org/W200584716","https://openalex.org/W221061316","https://openalex.org/W1493103337","https://openalex.org/W1529990726","https://openalex.org/W1564518192","https://openalex.org/W1605751028","https://openalex.org/W1972645849","https://openalex.org/W1982078690","https://openalex.org/W1982889956","https://openalex.org/W1984618701","https://openalex.org/W1990806140","https://openalex.org/W1992987333","https://openalex.org/W1996345225","https://openalex.org/W1996869586","https://openalex.org/W2005422315","https://openalex.org/W2007807439","https://openalex.org/W2007963090","https://openalex.org/W2021331157","https://openalex.org/W2028365218","https://openalex.org/W2028430408","https://openalex.org/W2037553621","https://openalex.org/W2040466507","https://openalex.org/W2041179002","https://openalex.org/W2042702118","https://openalex.org/W2042881492","https://openalex.org/W2053786051","https://openalex.org/W2055949199","https://openalex.org/W2064522604","https://openalex.org/W2070740689","https://openalex.org/W2074650777","https://openalex.org/W2098526614","https://openalex.org/W2099391294","https://openalex.org/W2099513082","https://openalex.org/W2100419635","https://openalex.org/W2101246646","https://openalex.org/W2105981469","https://openalex.org/W2112247328","https://openalex.org/W2113972683","https://openalex.org/W2117540369","https://openalex.org/W2118020653","https://openalex.org/W2122841972","https://openalex.org/W2124449410","https://openalex.org/W2125771191","https://openalex.org/W2130848316","https://openalex.org/W2132040362","https://openalex.org/W2136886016","https://openalex.org/W2138228978","https://openalex.org/W2140553565","https://openalex.org/W2143257555","https://openalex.org/W2149684865","https://openalex.org/W2153477625","https://openalex.org/W2154724067","https://openalex.org/W2157369965","https://openalex.org/W2169279737","https://openalex.org/W2197919320","https://openalex.org/W2493471977","https://openalex.org/W2797148637","https://openalex.org/W3006214813","https://openalex.org/W3021280517","https://openalex.org/W3022633164","https://openalex.org/W3158908792","https://openalex.org/W4230624213","https://openalex.org/W4238430687","https://openalex.org/W4285719527","https://openalex.org/W6606440582","https://openalex.org/W6681094686"],"related_works":["https://openalex.org/W2041415459","https://openalex.org/W2593155302","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W4200071106","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"One":[1,17],"of":[2,7,18,35,53,83,103,114],"the":[3,19,79,108,135],"most":[4],"important":[5,181],"dimensions":[6],"search":[8,27,46,185],"engine":[9,28,47],"user":[10],"information":[11],"seeking":[12],"behaviour":[13],"is":[14,29,38],"content\u2010based":[15],"behaviour.":[16],"main":[20],"elements":[21],"in":[22,45,78,155],"developing":[23],"a":[24,174],"personalised":[25,184],"intelligent":[26],"new":[30,42,54,84,97,158,171],"topic":[31,43,55,85,88,98,115,159,172],"identification.":[32],"The":[33,101],"purpose":[34],"this":[36,104],"study":[37,105],"to":[39,95,121,127],"perform":[40],"automatic":[41,157,170],"identification":[44,160],"transaction":[48],"logs":[49,60],"using":[50],"conditional":[51,109,136],"probabilities":[52,82],"arrivals.":[56,99],"Design/methodology/approach":[57],"Sample":[58],"data":[59],"from":[61],"FAST":[62],"(currently":[63,69],"owned":[64,70],"by":[65,71],"Yahoo!)":[66],"and":[67,87,144,179],"Excite":[68],"IAC":[72],"Search":[73],"&amp;":[74],"Media)":[75],"are":[76,93],"used":[77,94],"study.":[80],"Conditional":[81],"arrivals":[86],"continuations":[89],"given":[90],"query":[91],"category":[92],"estimate":[96],"Findings":[100],"findings":[102],"show":[106],"that":[107,166],"probability":[110,137],"approach":[111,138],"reduced":[112],"overestimation":[113],"shifts,":[116],"increasing":[117],"some":[118,146],"performance":[119],"measures":[120,147],"their":[122],"highest":[123],"ever":[124],"value":[125],"compared":[126],"previous":[128,156],"studies.":[129,161],"A":[130,163],"straightforward":[131,164],"procedure":[132,165],"such":[133],"as":[134,141],"can":[139,167],"be":[140],"successful":[142,149],"as,":[143],"for":[145],"more":[148,151],"than,":[150],"complex":[152],"methods":[153],"applied":[154],"Originality/value":[162],"enable":[168],"fast":[169],"identification,":[173],"problem":[175],"not":[176],"yet":[177],"solved,":[178],"an":[180],"step":[182],"towards":[183],"engines.":[186]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}
