{"id":"https://openalex.org/W2004319612","doi":"https://doi.org/10.1145/1993036.1993039","title":"Toward a semantic granularity model for domain-specific information retrieval","display_name":"Toward a semantic granularity model for domain-specific information retrieval","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2004319612","doi":"https://doi.org/10.1145/1993036.1993039","mag":"2004319612"},"language":"en","primary_location":{"id":"doi:10.1145/1993036.1993039","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1993036.1993039","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-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/A5101539993","display_name":"Xin Yan","orcid":"https://orcid.org/0000-0002-5053-5447"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xin Yan","raw_affiliation_strings":["University of Queensland, Australia","University of Queensland, Australia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"University of Queensland, Australia,","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084348345","display_name":"Raymond Y.K. Lau","orcid":"https://orcid.org/0000-0002-5751-4550"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Raymond Y.K. Lau","raw_affiliation_strings":["City University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050532724","display_name":"Dawei Song","orcid":"https://orcid.org/0000-0002-8660-3608"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dawei Song","raw_affiliation_strings":["The Robert Gordon University, UK","The Robert Gordon University, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Robert Gordon University, UK","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"The Robert Gordon University, UK#TAB#","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100372201","display_name":"Xue Li","orcid":"https://orcid.org/0000-0002-4515-6792"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xue Li","raw_affiliation_strings":["University of Queensland, Australia","University of Queensland, Australia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"University of Queensland, Australia,","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053122805","display_name":"Jian Ma","orcid":"https://orcid.org/0000-0003-2644-5756"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jian Ma","raw_affiliation_strings":["City University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":22.7666,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.99262768,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"29","issue":"3","first_page":"1","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9991000294685364,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9975000023841858,"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/granularity","display_name":"Granularity","score":0.9060178995132446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8284844756126404},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.778651773929596},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6606253385543823},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6420623660087585},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6039418578147888},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.543624997138977},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5293624401092529},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.514149010181427},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4870341420173645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4172327518463135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31046080589294434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08746224641799927}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9060178995132446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8284844756126404},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.778651773929596},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6606253385543823},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6420623660087585},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6039418578147888},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.543624997138977},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5293624401092529},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.514149010181427},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4870341420173645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4172327518463135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31046080589294434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08746224641799927},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1993036.1993039","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1993036.1993039","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:oro.open.ac.uk:33889","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401187","display_name":"Open Research Online (The Open University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204136569","host_organization_name":"The Open University","host_organization_lineage":["https://openalex.org/I204136569"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.391.8179","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.391.8179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.rgu.ac.uk/staff/ds/papers/Yan-etal-2011-TOIS.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.550000011920929,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G1444268421","display_name":null,"funder_award_id":"7200126","funder_id":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong"},{"id":"https://openalex.org/G5001157493","display_name":null,"funder_award_id":"EP/F014708/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G584164971","display_name":"Automatic Adaptation of Knowledge Structures for Assisted Information Seeking (AutoAdapt)","funder_award_id":"EP/F035705/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5894526351","display_name":null,"funder_award_id":"7002426","funder_id":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong"},{"id":"https://openalex.org/G8790420637","display_name":null,"funder_award_id":"EP/F035705/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320309893","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W539917","https://openalex.org/W46390683","https://openalex.org/W93734767","https://openalex.org/W95176611","https://openalex.org/W95284390","https://openalex.org/W103112746","https://openalex.org/W113928943","https://openalex.org/W134014441","https://openalex.org/W144724189","https://openalex.org/W304684967","https://openalex.org/W333979279","https://openalex.org/W1480667040","https://openalex.org/W1484864540","https://openalex.org/W1522529670","https://openalex.org/W1528020350","https://openalex.org/W1545089228","https://openalex.org/W1550258693","https://openalex.org/W1553682320","https://openalex.org/W1567050008","https://openalex.org/W1577798322","https://openalex.org/W1589868016","https://openalex.org/W1594924988","https://openalex.org/W1710422233","https://openalex.org/W1854214752","https://openalex.org/W1972752099","https://openalex.org/W1972907467","https://openalex.org/W1975279733","https://openalex.org/W1975879668","https://openalex.org/W1978394996","https://openalex.org/W1992249776","https://openalex.org/W1995976125","https://openalex.org/W2004545875","https://openalex.org/W2008425387","https://openalex.org/W2010378115","https://openalex.org/W2024794982","https://openalex.org/W2048045485","https://openalex.org/W2059374265","https://openalex.org/W2067736059","https://openalex.org/W2071106922","https://openalex.org/W2071664212","https://openalex.org/W2076832658","https://openalex.org/W2083305840","https://openalex.org/W2084259014","https://openalex.org/W2086287723","https://openalex.org/W2093390569","https://openalex.org/W2096562762","https://openalex.org/W2098162425","https://openalex.org/W2104412577","https://openalex.org/W2117805756","https://openalex.org/W2123457740","https://openalex.org/W2123994076","https://openalex.org/W2124168655","https://openalex.org/W2129859411","https://openalex.org/W2134145060","https://openalex.org/W2143083655","https://openalex.org/W2145871697","https://openalex.org/W2146874204","https://openalex.org/W2151592910","https://openalex.org/W2151752770","https://openalex.org/W2154500141","https://openalex.org/W2156186232","https://openalex.org/W2165612380","https://openalex.org/W2170654002","https://openalex.org/W2197919320","https://openalex.org/W2531563875","https://openalex.org/W2534712034","https://openalex.org/W2916289231","https://openalex.org/W2916928529","https://openalex.org/W2917293077","https://openalex.org/W2917486123","https://openalex.org/W2917747638","https://openalex.org/W2946461872","https://openalex.org/W2997961850","https://openalex.org/W3138773240","https://openalex.org/W4205440889","https://openalex.org/W4206765718","https://openalex.org/W4230624213","https://openalex.org/W4250467157","https://openalex.org/W6630055334","https://openalex.org/W6632067890","https://openalex.org/W6662449122","https://openalex.org/W6668005335"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2380654781","https://openalex.org/W2114797768","https://openalex.org/W2176214140","https://openalex.org/W2516873349","https://openalex.org/W1990601549"],"abstract_inverted_index":{"Both":[0],"similarity-based":[1,112],"and":[2,50,118],"popularity-based":[3],"document":[4,133],"ranking":[5,134,139],"functions":[6,135,140],"have":[7],"been":[8],"successfully":[9],"applied":[10],"to":[11,53,65,74,81,191],"information":[12,90],"retrieval":[13],"(IR)":[14],"in":[15,114],"general.":[16],"However,":[17],"the":[18,44,67,82,100,111,131,137,148,152,175,182,186],"dimension":[19],"of":[20,70,84,94,126,147,170,177,188],"semantic":[21,36,51,68,85,102,189],"granularity":[22,69,79,103,190],"also":[23],"should":[24],"be":[25],"considered":[26],"for":[27,167],"effective":[28],"retrieval.":[29],"In":[30,57,122],"this":[31,180],"article,":[32],"we":[33],"propose":[34],"a":[35,59,75,116,124,163,168],"granularity-based":[37,153],"IR":[38,105,154],"model":[39,62,106],"that":[40,99,130,160],"takes":[41],"into":[42],"account":[43],"three":[45],"dimensions,":[46],"namely":[47],"similarity,":[48],"popularity,":[49],"granularity,":[52],"improve":[54],"domain-specific":[55,171,193],"search.":[56],"particular,":[58],"concept-based":[60],"computational":[61],"is":[63,156,181],"developed":[64],"estimate":[66],"documents":[71,149],"with":[72],"reference":[73],"domain":[76],"ontology.":[77],"Semantic":[78],"refers":[80],"levels":[83],"detail":[86],"carried":[87],"by":[88,142,151,162],"an":[89,119],"item.":[91],"The":[92,144],"results":[93],"our":[95,178],"benchmark":[96],"experiments":[97],"confirm":[98],"proposed":[101,132],"based":[104],"performs":[107],"significantly":[108,157],"better":[109],"than":[110,159],"baseline":[113],"both":[115],"bio-medical":[117],"agricultural":[120],"domain.":[121],"addition,":[123],"series":[125],"user-oriented":[127],"studies":[128],"reveal":[129],"resemble":[136],"implicit":[138],"exercised":[141],"humans.":[143],"perceived":[145],"relevance":[146],"delivered":[150],"system":[155],"higher":[158],"produced":[161],"popular":[164],"search":[165,172],"engine":[166],"number":[169],"tasks.":[173],"To":[174],"best":[176],"knowledge,":[179],"first":[183],"study":[184],"regarding":[185],"application":[187],"enhance":[192],"IR.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":13}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
