{"id":"https://openalex.org/W2150431417","doi":"https://doi.org/10.1145/2063576.2063730","title":"Polarity analysis of texts using discourse structure","display_name":"Polarity analysis of texts using discourse structure","publication_year":2011,"publication_date":"2011-10-24","ids":{"openalex":"https://openalex.org/W2150431417","doi":"https://doi.org/10.1145/2063576.2063730","mag":"2150431417"},"language":"en","primary_location":{"id":"doi:10.1145/2063576.2063730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-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/A5015209513","display_name":"Bas Heerschop","orcid":"https://orcid.org/0000-0002-2113-2606"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Bas Heerschop","raw_affiliation_strings":["Erasmus University Rotterdam, Rotterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Erasmus University Rotterdam, Rotterdam, Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064859666","display_name":"Frank Goossen","orcid":null},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frank Goossen","raw_affiliation_strings":["Erasmus University Rotterdam, Rotterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Erasmus University Rotterdam, Rotterdam, Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034797623","display_name":"Alexander Hogenboom","orcid":"https://orcid.org/0000-0002-2250-5507"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexander Hogenboom","raw_affiliation_strings":["Erasmus University Rotterdam, Rotterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Erasmus University Rotterdam, Rotterdam, Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044867921","display_name":"Flavius Fr\u0103sincar","orcid":"https://orcid.org/0000-0002-8031-758X"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Flavius Frasincar","raw_affiliation_strings":["Erasmus University Rotterdam, Rotterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Erasmus University Rotterdam, Rotterdam, Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080242338","display_name":"Uzay Kaymak","orcid":"https://orcid.org/0000-0002-4500-9098"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Uzay Kaymak","raw_affiliation_strings":["Eindhoven University of Technology & Erasmus University Rotterdam, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology & Erasmus University Rotterdam, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370","https://openalex.org/I913958620"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005474414","display_name":"Franciska de Jong","orcid":"https://orcid.org/0000-0003-1541-9712"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Franciska de Jong","raw_affiliation_strings":["Universiteit Twente & Erasmus University Rotterdam, Enschede, Netherlands"],"affiliations":[{"raw_affiliation_string":"Universiteit Twente & Erasmus University Rotterdam, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287","https://openalex.org/I913958620"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015209513"],"corresponding_institution_ids":["https://openalex.org/I913958620"],"apc_list":null,"apc_paid":null,"fwci":15.7886,"has_fulltext":false,"cited_by_count":123,"citation_normalized_percentile":{"value":0.99090619,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1061","last_page":"1070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9991000294685364,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9965000152587891,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.8003193140029907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7238313555717468},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6434979438781738},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6397879123687744},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6388684511184692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589714527130127},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.5881907343864441},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.558181881904602},{"id":"https://openalex.org/keywords/rhetorical-question","display_name":"Rhetorical question","score":0.5364127159118652},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5105565786361694},{"id":"https://openalex.org/keywords/text-mining","display_name":"Text mining","score":0.4102243483066559},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36687567830085754},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3418135643005371},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08114162087440491}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8003193140029907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7238313555717468},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6434979438781738},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6397879123687744},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6388684511184692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589714527130127},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.5881907343864441},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.558181881904602},{"id":"https://openalex.org/C192562157","wikidata":"https://www.wikidata.org/wiki/Q316694","display_name":"Rhetorical question","level":2,"score":0.5364127159118652},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5105565786361694},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.4102243483066559},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36687567830085754},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3418135643005371},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08114162087440491},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/2063576.2063730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/ac8323e8-035c-460f-a0be-86767f41c431","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/ac8323e8-035c-460f-a0be-86767f41c431","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heerschop, B M W T, Goossen, F, Hogenboom, A C, Frasincar, F, Kaymak, U & Jong, de, F M G 2011, Polarity analysis of texts using discourse structure. in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011), 24-28 October 2011, Glasgow, UK. Association for Computing Machinery, Inc., New York, pp. 1061-1070, conference; 20th ACM Conference on Information and Knowledge Management (CIKM 2011); 2011-10-24; 2011-10-28, 24/10/11. https://doi.org/10.1145/2063576.2063730","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/b1606443-a543-4039-92db-57ec3371ec42","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/b1606443-a543-4039-92db-57ec3371ec42","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heerschop, B, Goosen, F, Hogenboom, A, Frasincar, F, Kaymak, U & de Jong, F M G 2011, Polarity Analysis of Texts using Discourse Structure. in Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM2011). Association for Computing Machinery, New York, pp. 1061-1070, 20th ACM International Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, 24/10/11. https://doi.org/10.1145/2063576.2063730","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:eur:oai:pure.eur.nl:publications/0b72b136-9509-4ee3-9b28-937f25c31dc2","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/0b72b136-9509-4ee3-9b28-937f25c31dc2","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":"Twentieth ACM Conference on Information and Knowledge Management (CIKM 2011), 1061 - 1070","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:oai:library.tue.nl:719165","is_oa":false,"landing_page_url":"http://repository.tue.nl/719165","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"","raw_type":""},{"id":"pmh:oai:ris.utwente.nl:publications/b1606443-a543-4039-92db-57ec3371ec42","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:tue:oai:pure.tue.nl:publications/ac8323e8-035c-460f-a0be-86767f41c431","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/ac8323e8-035c-460f-a0be-86767f41c431","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":"Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011), 24-28 October 2011, Glasgow, UK, 1061 - 1070","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W193524605","https://openalex.org/W1566626061","https://openalex.org/W1581676724","https://openalex.org/W1599835099","https://openalex.org/W1729960912","https://openalex.org/W1963548240","https://openalex.org/W1971220772","https://openalex.org/W1994339024","https://openalex.org/W2038721957","https://openalex.org/W2044599851","https://openalex.org/W2045738181","https://openalex.org/W2059503205","https://openalex.org/W2066344929","https://openalex.org/W2084046180","https://openalex.org/W2085582472","https://openalex.org/W2097726431","https://openalex.org/W2109634664","https://openalex.org/W2112341221","https://openalex.org/W2114524997","https://openalex.org/W2139043937","https://openalex.org/W2148867178","https://openalex.org/W2149706766","https://openalex.org/W2151036863","https://openalex.org/W2154407881","https://openalex.org/W2155328222","https://openalex.org/W2158570207","https://openalex.org/W2165887782","https://openalex.org/W2166706824","https://openalex.org/W2603258515","https://openalex.org/W3124736386","https://openalex.org/W3126104653","https://openalex.org/W3146306708","https://openalex.org/W3191510215","https://openalex.org/W4205184193","https://openalex.org/W4235505822","https://openalex.org/W4250641076","https://openalex.org/W4253555784","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2093597205","https://openalex.org/W2389846579","https://openalex.org/W2923978210","https://openalex.org/W2101717290","https://openalex.org/W2985866243","https://openalex.org/W3209984204","https://openalex.org/W2098697817","https://openalex.org/W4286593247","https://openalex.org/W2000379787","https://openalex.org/W103230005"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1,26],"has":[2,13],"applications":[3],"in":[4,65,113,128],"many":[5],"areas":[6],"and":[7,43,48,117,125],"the":[8,58,73],"exploration":[9],"of":[10,53,75,123],"its":[11],"potential":[12],"only":[14],"just":[15],"begun.":[16],"We":[17,34],"propose":[18],"Pathos,":[19],"a":[20,30,39,76,107,131],"framework":[21],"which":[22],"performs":[23],"document":[24],"sentiment":[25,59,77,114],"(partly)":[27],"based":[28],"on":[29,90,121],"document's":[31,80],"discourse":[32,81,137],"structure.":[33,138],"hypothesize":[35],"that":[36],"by":[37,49,56,61,85,106],"splitting":[38],"text":[40,46,63],"into":[41,135],"important":[42,45],"less":[44],"spans,":[47],"subsequently":[50],"making":[51],"use":[52],"this":[54],"information":[55],"weighting":[57],"conveyed":[60],"distinct":[62],"spans":[64],"accordance":[66],"with":[67],"their":[68],"importance,":[69],"we":[70],"can":[71],"improve":[72],"performance":[74],"classifier.":[78],"A":[79],"structure":[82],"is":[83],"obtained":[84],"applying":[86],"Rhetorical":[87],"Structure":[88],"Theory":[89],"sentence":[91],"level.":[92],"When":[93],"controlling":[94],"for":[95],"each":[96],"considered":[97],"method's":[98],"structural":[99],"bias":[100],"towards":[101],"positive":[102],"classifications,":[103],"weights":[104],"optimized":[105],"genetic":[108],"algorithm":[109],"yield":[110],"an":[111],"improvement":[112],"classification":[115],"accuracy":[116],"macro-level":[118],"F1":[119],"score":[120],"documents":[122],"4.5%":[124],"4.7%,":[126],"respectively,":[127],"comparison":[129],"to":[130],"baseline":[132],"not":[133],"taking":[134],"account":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}