{"id":"https://openalex.org/W2767850376","doi":"https://doi.org/10.1145/3132847.3133152","title":"Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement","display_name":"Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2767850376","doi":"https://doi.org/10.1145/3132847.3133152","mag":"2767850376"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3133152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on 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/A5061382272","display_name":"Yang\u2010Yin Lee","orcid":"https://orcid.org/0000-0001-6279-4414"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yang-Yin Lee","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009587351","display_name":"Ting\u2010Yu Yen","orcid":"https://orcid.org/0000-0002-1439-9644"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ting-Yu Yen","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053932280","display_name":"Hen\u2010Hsen Huang","orcid":"https://orcid.org/0000-0001-9169-3081"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hen-Hsen Huang","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000334344","display_name":"Hsin\u2010Hsi Chen","orcid":"https://orcid.org/0000-0001-9757-9423"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hsi Chen","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061382272"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15212186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2151","last_page":"2154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9987000226974487,"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/T10215","display_name":"Semantic Web and Ontologies","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/natural-language-processing","display_name":"Natural language processing","score":0.7509969472885132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7374883890151978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6226798295974731},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6078466176986694},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5870953798294067},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5443673729896545},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.452843576669693},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0727853775024414}],"concepts":[{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7509969472885132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374883890151978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6226798295974731},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6078466176986694},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5870953798294067},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5443673729896545},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.452843576669693},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0727853775024414},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3132847.3133152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5287087308","display_name":null,"funder_award_id":"NTUCCP-106R891305","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"},{"id":"https://openalex.org/G8833396873","display_name":null,"funder_award_id":"MOST-104-2221-E-002-061-MY3, MOST-105-2221-E-002-154-MY3, MOST-106-2923-E-002-012-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1503259811","https://openalex.org/W1787856957","https://openalex.org/W1814992895","https://openalex.org/W1854884267","https://openalex.org/W2026487812","https://openalex.org/W2067438047","https://openalex.org/W2080100102","https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2101251342","https://openalex.org/W2112184938","https://openalex.org/W2250539671","https://openalex.org/W2251012068","https://openalex.org/W2251044566","https://openalex.org/W2251989215","https://openalex.org/W2511623037","https://openalex.org/W2560366237","https://openalex.org/W2950133940","https://openalex.org/W2964232431"],"related_works":["https://openalex.org/W4376653378","https://openalex.org/W2898077673","https://openalex.org/W4385239468","https://openalex.org/W4200476258","https://openalex.org/W2022470916","https://openalex.org/W2283005578","https://openalex.org/W3002840018","https://openalex.org/W3201962287","https://openalex.org/W4386483205","https://openalex.org/W2303429097"],"abstract_inverted_index":{"With":[0],"the":[1,9,30,49,60,64,73],"aid":[2],"of":[3,11],"recently":[4],"proposed":[5,79],"word":[6,50,65],"embedding":[7],"algorithms,":[8],"study":[10],"semantic":[12],"relatedness":[13],"has":[14],"progressed":[15],"and":[16],"advanced":[17],"rapidly.":[18],"In":[19,72],"this":[20],"research,":[21],"we":[22,75],"propose":[23],"a":[24],"novel":[25],"structural-fitting":[26],"method":[27],"that":[28,77],"utilizes":[29],"linguistic":[31],"ontology":[32],"into":[33],"vector":[34],"space":[35],"representations.":[36],"The":[37,45],"ontological":[38],"information":[39],"is":[40],"applied":[41],"in":[42,84],"two":[43],"ways.":[44],"fine2coarse":[46],"approach":[47,62],"refines":[48,63],"vectors":[51,66],"from":[52,67],"fine-grained":[53,70],"to":[54,69],"coarse-grained":[55,68],"terms":[56],"(word":[57],"types),":[58],"while":[59],"coarse2fine":[61],"terms.":[71],"experiments,":[74],"show":[76],"our":[78],"methods":[80],"outperform":[81],"previous":[82],"approaches":[83],"seven":[85],"publicly":[86],"available":[87],"benchmark":[88],"datasets.":[89]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
