{"id":"https://openalex.org/W2520775330","doi":"https://doi.org/10.1007/s40595-016-0080-2","title":"Enhancing the sentence similarity measure by semantic and syntactico-semantic knowledge","display_name":"Enhancing the sentence similarity measure by semantic and syntactico-semantic knowledge","publication_year":2016,"publication_date":"2016-09-16","ids":{"openalex":"https://openalex.org/W2520775330","doi":"https://doi.org/10.1007/s40595-016-0080-2","mag":"2520775330"},"language":"en","primary_location":{"id":"doi:10.1007/s40595-016-0080-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-016-0080-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-016-0080-2.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-016-0080-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007792799","display_name":"Wafa Wali","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wafa Wali","raw_affiliation_strings":["MIR@CL Laboratory FSEGS, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIR@CL Laboratory FSEGS, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040499361","display_name":"Bilel Gargouri","orcid":"https://orcid.org/0000-0003-4577-1362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bilel Gargouri","raw_affiliation_strings":["MIR@CL Laboratory FSEGS, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIR@CL Laboratory FSEGS, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028011643","display_name":"Abdelmajid Ben Hamadou","orcid":"https://orcid.org/0000-0001-8632-2956"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abdelmajid Ben Hamadou","raw_affiliation_strings":["MIR@CL Laboratory ISIMS, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIR@CL Laboratory ISIMS, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007792799"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7664,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89496128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"51","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8305569887161255},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7422540783882141},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.7399461269378662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6018614172935486},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.5800049901008606},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5605491399765015},{"id":"https://openalex.org/keywords/semantic-memory","display_name":"Semantic memory","score":0.4451333284378052},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43068650364875793},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.17100763320922852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8305569887161255},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7422540783882141},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.7399461269378662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6018614172935486},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.5800049901008606},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5605491399765015},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.4451333284378052},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43068650364875793},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.17100763320922852},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40595-016-0080-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-016-0080-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-016-0080-2.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40595-016-0080-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-016-0080-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-016-0080-2.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2520775330.pdf","grobid_xml":"https://content.openalex.org/works/W2520775330.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W189150238","https://openalex.org/W1512098439","https://openalex.org/W1602667807","https://openalex.org/W1972647581","https://openalex.org/W2020902920","https://openalex.org/W2045929671","https://openalex.org/W2100935296","https://openalex.org/W2102381086","https://openalex.org/W2121184547","https://openalex.org/W2133990480","https://openalex.org/W2136480620","https://openalex.org/W2149709850","https://openalex.org/W2151040995","https://openalex.org/W2216407296","https://openalex.org/W2250816155","https://openalex.org/W2287978948","https://openalex.org/W2395223847","https://openalex.org/W2489883633","https://openalex.org/W2534712034","https://openalex.org/W2745750801"],"related_works":["https://openalex.org/W2380556669","https://openalex.org/W207304934","https://openalex.org/W2376633828","https://openalex.org/W2365401727","https://openalex.org/W2176444225","https://openalex.org/W2044492234","https://openalex.org/W2381280132","https://openalex.org/W2464272265","https://openalex.org/W4309801476","https://openalex.org/W4383988915"],"abstract_inverted_index":{"The":[0],"measure":[1,26,163],"of":[2,59,93,99,122,131,149,164],"sentence":[3,28,165],"similarity":[4,29,166],"is":[5,95,183,194],"useful":[6],"in":[7,97,141,154],"various":[8],"research":[9,187],"fields,":[10],"such":[11,69],"as":[12,64,70,180],"artificial":[13],"intelligence,":[14],"knowledge":[15,77,94,140,203],"management,":[16],"and":[17,75,138,170,189,200,206],"information":[18],"retrieval.":[19],"Several":[20],"methods":[21,61],"have":[22],"been":[23],"proposed":[24],"to":[25,53],"the":[27,44,57,79,100,104,112,120,136,147,162,198,201,210],"based":[30],"on":[31,40,178],"syntactic":[32],"and/or":[33],"semantic":[34,67,71,80,137,169,199],"knowledge.":[35,172],"Most":[36],"proposals":[37,50],"are":[38,51,62,82,204],"evaluated":[39],"English":[41],"sentences":[42],"where":[43,197],"accuracy":[45],"can":[46],"decrease":[47],"when":[48],"these":[49,60],"applied":[52],"other":[54],"languages.":[55],"Moreover,":[56,209],"results":[58],"unsatisfactory,":[63],"much":[65],"relevant":[66],"knowledge,":[68],"class,":[72],"thematic":[73],"role":[74],"syntactico-semantic":[76,139,171,202],"like":[78],"predicates,":[81],"not":[83],"taken":[84],"into":[85],"account.":[86],"We":[87],"must":[88],"acknowledge":[89],"that":[90,160],"this":[91,155,181],"kind":[92],"rare":[96],"most":[98],"lexical":[101,123,133],"resources.":[102,124],"Recently,":[103],"International":[105],"Organization":[106],"for":[107,119,128],"Standardization":[108],"(ISO)":[109],"has":[110],"published":[111],"Lexical":[113],"Markup":[114],"Framework":[115],"(LMF)":[116],"ISO-24613":[117],"norm":[118,126],"development":[121],"This":[125],"provides,":[127],"each":[129],"meaning":[130],"a":[132,142,157,216],"entry,":[134],"all":[135],"fine":[143],"structure.":[144],"Profiting":[145],"from":[146],"availability":[148],"LMF-standardized":[150,191],"dictionaries,":[151],"we":[152],"propose,":[153],"paper,":[156],"generic":[158],"method":[159],"enhances":[161],"by":[167],"applying":[168],"An":[173],"experiment":[174],"was":[175],"carried":[176],"out":[177],"Arabic,":[179],"language":[182],"processed":[184],"within":[185],"our":[186],"team":[188],"an":[190],"Arabic":[192],"dictionary":[193],"at":[195],"hand":[196],"accessible":[205],"well":[207],"structured.":[208],"experiments":[211],"yielded":[212],"better":[213],"results,":[214],"showing":[215],"high":[217],"correlation":[218],"with":[219],"human":[220],"ratings.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
