{"id":"https://openalex.org/W2061926215","doi":"https://doi.org/10.1145/1774088.1774473","title":"Using passage-based language model for opinion detection in blogs","display_name":"Using passage-based language model for opinion detection in blogs","publication_year":2010,"publication_date":"2010-03-22","ids":{"openalex":"https://openalex.org/W2061926215","doi":"https://doi.org/10.1145/1774088.1774473","mag":"2061926215"},"language":"en","primary_location":{"id":"doi:10.1145/1774088.1774473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5067730154","display_name":"Malik Muhammad Saad Missen","orcid":"https://orcid.org/0000-0001-9903-0274"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Malik Muhammad Saad Missen","raw_affiliation_strings":["Universit\u00e9 de Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052301458","display_name":"Mohand Boughanem","orcid":"https://orcid.org/0000-0001-7004-0807"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohand Boughanem","raw_affiliation_strings":["Universit\u00e9 de Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047618628","display_name":"Guillaume Cabanac","orcid":"https://orcid.org/0000-0003-3060-6241"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Cabanac","raw_affiliation_strings":["Universit\u00e9 de Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I17866349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17866349"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1821","last_page":"1822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9986000061035156,"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/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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":0.8561719655990601},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7897608280181885},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7688520550727844},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7648967504501343},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.7079923748970032},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6707181930541992},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6314866542816162},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6086033582687378},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41312891244888306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.403425931930542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8561719655990601},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7897608280181885},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7688520550727844},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7648967504501343},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.7079923748970032},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6707181930541992},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6314866542816162},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6086033582687378},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41312891244888306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.403425931930542},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1774088.1774473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1774088.1774473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6800000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W2004545875","https://openalex.org/W2157318785"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2017917301","https://openalex.org/W1973723221","https://openalex.org/W2150136235","https://openalex.org/W2053591227","https://openalex.org/W2581240705","https://openalex.org/W2041353081","https://openalex.org/W2568183987"],"abstract_inverted_index":{"In":[0,71],"this":[1,55],"work,":[2],"we":[3,13,33,75,115,132],"evaluate":[4],"the":[5,17,61,98,118,134],"importance":[6],"of":[7,19,30,100,120,137,143,155,163],"Passages":[8],"in":[9,45,54,66],"blogs":[10],"especially":[11],"when":[12],"are":[14,26],"dealing":[15],"with":[16,84,140,151],"task":[18],"Opinion":[20,43,68],"Detection.":[21],"We":[22,95],"argue":[23],"that":[24],"passages":[25],"basic":[27],"building":[28],"blocks":[29],"blogs.":[31],"Therefore,":[32],"use":[34,50,133],"Passage-Based":[35],"Language":[36,51],"Modeling":[37,52],"approach":[38,41,158],"as":[39],"our":[40],"for":[42,80],"Finding":[44],"Blogs.":[46],"Our":[47,157],"decision":[48],"to":[49,73],"(LM)":[53],"work":[56],"is":[57],"totally":[58],"based":[59],"on":[60,109],"performance":[62,119],"LM":[63],"has":[64],"given":[65],"various":[67],"Detection":[69],"Approaches.":[70],"addition":[72],"this,":[74,114],"propose":[76],"a":[77,160],"novel":[78],"method":[79],"bi-dimensional":[81],"Query":[82],"Expansion":[83],"relevant":[85],"and":[86,91],"opinionated":[87],"terms":[88,104],"using":[89],"Wikipedia":[90],"Relevance-Feedback":[92],"mechanism":[93],"respectively.":[94],"also":[96,116],"compare":[97,117],"impacts":[99],"two":[101],"different":[102],"query":[103],"weighting":[105],"(and":[106],"ranking)":[107],"approaches":[108],"final":[110],"results.":[111],"Besides":[112],"all":[113],"three":[121],"Passage-based":[122],"document":[123],"ranking":[124],"functions":[125],"(Linear,":[126],"Avg,":[127],"Max).":[128],"For":[129],"evaluation":[130],"purposes,":[131],"data":[135],"collection":[136],"TREC":[138,144,147,168],"Blog06":[139],"50":[141],"topics":[142],"2006":[145],"over":[146,166],"provided":[148,169],"best":[149,167],"baseline":[150,170],"opinion":[152],"finding":[153],"MAP":[154,161],"0.3022.":[156],"gives":[159],"improvement":[162],"almost":[164],"9.29%":[165],"(baseline4).":[171]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
