{"id":"https://openalex.org/W2161031695","doi":"https://doi.org/10.1002/meet.14505001133","title":"Automatically infer subject terms and documents associations through text mining","display_name":"Automatically infer subject terms and documents associations through text mining","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2161031695","doi":"https://doi.org/10.1002/meet.14505001133","mag":"2161031695"},"language":"en","primary_location":{"id":"doi:10.1002/meet.14505001133","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.14505001133","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"0044-7870","issn":["0044-7870","1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Proceedings of the American Society for Information Science and Technology","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/A5008357796","display_name":"Kun L\u00fc","orcid":"https://orcid.org/0000-0001-5614-7042"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kun Lu","raw_affiliation_strings":["School of Library and Information Studies University of Oklahoma 401 West Brooks, Norman, OK, 73019"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Library and Information Studies University of Oklahoma 401 West Brooks, Norman, OK, 73019","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003033820","display_name":"Jin Mao","orcid":"https://orcid.org/0000-0001-9572-6709"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Mao","raw_affiliation_strings":["Wuhan University Center for the Studies of Information Resource Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University Center for the Studies of Information Resource Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003033820","https://openalex.org/A5008357796"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I8692664"],"apc_list":null,"apc_paid":null,"fwci":1.9471,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89013136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"50","issue":"1","first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9990000128746033,"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/search-engine-indexing","display_name":"Search engine indexing","score":0.9318461418151855},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.8204391002655029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.765687108039856},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6378012895584106},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6253064870834351},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5747439861297607},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5453900098800659},{"id":"https://openalex.org/keywords/automatic-indexing","display_name":"Automatic indexing","score":0.4314967095851898},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39569777250289917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20742395520210266},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13566872477531433}],"concepts":[{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.9318461418151855},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.8204391002655029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.765687108039856},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6378012895584106},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6253064870834351},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5747439861297607},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5453900098800659},{"id":"https://openalex.org/C2778330532","wikidata":"https://www.wikidata.org/wiki/Q4826577","display_name":"Automatic indexing","level":3,"score":0.4314967095851898},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39569777250289917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20742395520210266},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13566872477531433},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/meet.14505001133","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.14505001133","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"0044-7870","issn":["0044-7870","1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1573048672","https://openalex.org/W1977343191","https://openalex.org/W1984565341","https://openalex.org/W2144701020","https://openalex.org/W2156769220"],"related_works":["https://openalex.org/W2393932274","https://openalex.org/W204619012","https://openalex.org/W4233625633","https://openalex.org/W2398073981","https://openalex.org/W2008087111","https://openalex.org/W4247874641","https://openalex.org/W2051392313","https://openalex.org/W2081057833","https://openalex.org/W2025451713","https://openalex.org/W2062327384"],"abstract_inverted_index":{"Abstract":[0],"Subject":[1],"indexing":[2,25,38,61,68,72,86,150],"is":[3,74,138],"an":[4,24],"intellectual":[5],"intensive":[6,85],"process":[7,73],"that":[8,78,134],"bears":[9],"many":[10],"inherent":[11],"uncertainties.":[12],"Existing":[13],"subject":[14,71,101,149],"index":[15],"systems":[16],"generally":[17],"produce":[18],"binary":[19],"outcomes":[20],"on":[21],"whether":[22],"assigning":[23],"term":[26],"or":[27],"not,":[28],"which":[29,35],"does":[30],"not":[31],"sufficiently":[32],"reflect":[33],"to":[34,65,82,95,121],"extent":[36],"the":[37,45,56,59,75,83,98,110,123,135],"terms":[39,102,114,127],"are":[40,119],"associated":[41],"with":[42],"documents.":[43,129],"On":[44],"other":[46],"hand,":[47],"probabilistic":[48],"models":[49],"have":[50],"seen":[51],"great":[52],"success":[53],"in":[54,58,69,128],"capturing":[55],"uncertainties":[57],"automatic":[60],"process.":[62,87],"One":[63],"hurdle":[64],"achieving":[66],"weighted":[67],"manual":[70],"practical":[76,145],"burden":[77],"could":[79],"be":[80],"added":[81],"already":[84],"In":[88],"this":[89],"study,":[90],"we":[91,118],"propose":[92],"a":[93],"method":[94,137],"automatically":[96],"infer":[97],"associations":[99],"between":[100,112],"and":[103,115,140],"documents":[104],"through":[105],"text":[106],"mining.":[107],"By":[108],"uncovering":[109],"connections":[111],"MeSH":[113,126],"document":[116],"text,":[117],"able":[120],"derive":[122],"weights":[124],"of":[125],"Our":[130],"initial":[131],"results":[132],"suggest":[133],"new":[136],"feasible":[139],"promising.":[141],"The":[142],"study":[143],"has":[144],"implications":[146],"for":[147],"improving":[148],"practice.":[151]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
