{"id":"https://openalex.org/W1999912290","doi":"https://doi.org/10.1145/1088622.1088626","title":"Extracting knowledge from evaluative text","display_name":"Extracting knowledge from evaluative text","publication_year":2005,"publication_date":"2005-10-02","ids":{"openalex":"https://openalex.org/W1999912290","doi":"https://doi.org/10.1145/1088622.1088626","mag":"1999912290"},"language":"en","primary_location":{"id":"doi:10.1145/1088622.1088626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1088622.1088626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international conference on Knowledge capture","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/A5049259877","display_name":"Giuseppe Carenini","orcid":"https://orcid.org/0000-0003-4310-0119"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Giuseppe Carenini","raw_affiliation_strings":["University of British Columbia, Vancouver, B.C. Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, B.C. Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113567130","display_name":"Raymond T. Ng","orcid":"https://orcid.org/0000-0003-3692-8524"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Raymond T. Ng","raw_affiliation_strings":["University of British Columbia, Vancouver, B.C. Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, B.C. Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035892629","display_name":"Ed Zwart","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ed Zwart","raw_affiliation_strings":["University of British Columbia, Vancouver, B.C. Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, B.C. Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":6.3808,"has_fulltext":false,"cited_by_count":201,"citation_normalized_percentile":{"value":0.97306607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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":0.9994999766349792,"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":0.9994999766349792,"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":0.8135085701942444},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6756734848022461},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6588285565376282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6073133945465088},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5428438782691956},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49845314025878906},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4657258689403534},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4486152231693268},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.447637140750885},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.41798821091651917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36814457178115845},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3262808918952942},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06274685263633728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135085701942444},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6756734848022461},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6588285565376282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6073133945465088},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5428438782691956},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49845314025878906},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4657258689403534},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4486152231693268},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.447637140750885},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.41798821091651917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36814457178115845},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3262808918952942},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06274685263633728},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1088622.1088626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1088622.1088626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd international conference on Knowledge capture","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1528321674","https://openalex.org/W1549016832","https://openalex.org/W1567928726","https://openalex.org/W1569415500","https://openalex.org/W1581485226","https://openalex.org/W1647729745","https://openalex.org/W1964654922","https://openalex.org/W1966907789","https://openalex.org/W2102381086","https://openalex.org/W2115023510","https://openalex.org/W2117805756","https://openalex.org/W2129158390","https://openalex.org/W2160660844","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2364155688","https://openalex.org/W2046522763","https://openalex.org/W2366916257","https://openalex.org/W2375847997","https://openalex.org/W2072836406","https://openalex.org/W2391772185","https://openalex.org/W2061641547","https://openalex.org/W4386420450","https://openalex.org/W2355099127","https://openalex.org/W2361892564"],"abstract_inverted_index":{"Capturing":[0],"knowledge":[1,66],"from":[2],"free-form":[3],"evaluative":[4],"texts":[5],"about":[6],"an":[7,49,58],"entity":[8],"is":[9,28],"a":[10,89],"challenging":[11],"task.":[12],"New":[13],"techniques":[14],"of":[15,39,67,75,80,92,102,105,117],"feature":[16,53,76],"extraction,":[17],"polarity":[18],"determination":[19],"and":[20],"strength":[21],"evaluation":[22],"have":[23],"been":[24],"proposed.":[25],"Feature":[26],"extraction":[27,54,77],"particularly":[29],"important":[30],"to":[31],"the":[32,37,40,68,73,93,103,106,111,114],"task":[33,74],"as":[34,108,110],"it":[35],"provides":[36],"underpinnings":[38],"extracted":[41],"knowledge.":[42],"The":[43],"work":[44],"in":[45,100,113],"this":[46],"paper":[47],"introduces":[48],"improved":[50],"method":[51],"for":[52],"that":[55],"draws":[56],"on":[57],"existing":[59],"unsupervised":[60],"method.":[61],"By":[62],"including":[63],"user-specific":[64],"prior":[65],"evaluated":[69],"entity,":[70],"we":[71],"turn":[72],"into":[78,88],"one":[79],"term":[81],"similarity":[82],"by":[83],"mapping":[84,107],"crude":[85,118],"(learned)":[86],"features":[87],"user-defined":[90],"taxonomy":[91],"entity's":[94],"features.":[95,119],"Results":[96],"show":[97],"promise":[98],"both":[99],"terms":[101],"accuracy":[104],"well":[109],"reduction":[112],"semantic":[115],"redundancy":[116]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":29},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":14}],"updated_date":"2026-08-22T07:34:49.880490","created_date":"2025-10-10T00:00:00"}
