{"id":"https://openalex.org/W3153181161","doi":"https://doi.org/10.2298/csis200120003y","title":"Text recommendation based on time series and multi-label information","display_name":"Text recommendation based on time series and multi-label information","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3153181161","doi":"https://doi.org/10.2298/csis200120003y","mag":"3153181161"},"language":"en","primary_location":{"id":"doi:10.2298/csis200120003y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200120003y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100003Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100003Y","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054921672","display_name":"Yifeng Yin","orcid":"https://orcid.org/0000-0002-2271-5109"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yin","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China + School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;","School of Computer Science and Technology, Wuhan University of Science and Technology, 430073 Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China + School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641","https://openalex.org/I43922553"]},{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, 430073 Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070711778","display_name":"Dan Feng","orcid":"https://orcid.org/0000-0002-2650-0797"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Feng","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China","Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086314063","display_name":"Zhan Shi","orcid":"https://orcid.org/0000-0002-7798-1121"},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhan Shi","raw_affiliation_strings":["Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China","Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology; Key Laboratory of Data Storage System, Ministry of Education, Huazhong University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology;","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087471858","display_name":"Lin Ouyang","orcid":"https://orcid.org/0000-0001-5083-9304"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Ouyang","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","School of Computer Science and Technology, Wuhan University of Science and Technology, 430073 Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Science and Technology, 430073 Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1399,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52917097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":"2","first_page":"419","last_page":"439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9860000014305115,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9860000014305115,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9380000233650208,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9337999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8538215160369873},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.7597272992134094},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6559371948242188},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6468846797943115},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4569455087184906},{"id":"https://openalex.org/keywords/recall-rate","display_name":"Recall rate","score":0.442327618598938},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43950676918029785},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4299919009208679},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3910050690174103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2946512699127197},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.15059080719947815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8538215160369873},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.7597272992134094},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6559371948242188},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6468846797943115},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4569455087184906},{"id":"https://openalex.org/C2987098735","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"Recall rate","level":2,"score":0.442327618598938},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43950676918029785},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4299919009208679},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3910050690174103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2946512699127197},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.15059080719947815},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis200120003y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200120003y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100003Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis200120003y","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis200120003y","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142100003Y","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6712216109","display_name":null,"funder_award_id":"2011CB302301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3153181161.pdf","grobid_xml":"https://content.openalex.org/works/W3153181161.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1523479877","https://openalex.org/W1543578083","https://openalex.org/W2051430220","https://openalex.org/W2079381720","https://openalex.org/W2085926309","https://openalex.org/W2142246654","https://openalex.org/W2343644403","https://openalex.org/W2345209690","https://openalex.org/W2606652494","https://openalex.org/W2612281806","https://openalex.org/W2769051235","https://openalex.org/W2772036592","https://openalex.org/W2808778018","https://openalex.org/W2884468247","https://openalex.org/W2896156141","https://openalex.org/W2913153455","https://openalex.org/W2957033311","https://openalex.org/W2963490656","https://openalex.org/W2970530314","https://openalex.org/W2975571731","https://openalex.org/W2986738193","https://openalex.org/W3088529921","https://openalex.org/W3102444842","https://openalex.org/W4246409972","https://openalex.org/W4288848851"],"related_works":["https://openalex.org/W2389818373","https://openalex.org/W2220831889","https://openalex.org/W2056226831","https://openalex.org/W3013312691","https://openalex.org/W3027421045","https://openalex.org/W4312683641","https://openalex.org/W2576320324","https://openalex.org/W2980386803","https://openalex.org/W3215994059","https://openalex.org/W2319823519"],"abstract_inverted_index":{"One":[0],"of":[1,5,8,25,52,84,92,115,133,147,152,161],"the":[2,6,19,26,31,38,50,63,68,82,88,93,98,108,112,116,123,145],"key":[3],"functions":[4],"method":[7,60],"text":[9,20,27,53,78,102,106,117],"recommendation":[10,28,132],"is":[11,118],"to":[12,17,36,61,81,129,143],"build":[13,97],"a":[14,44,58,76,131],"correlation":[15,99,127],"analysis":[16],"all":[18],"collection.":[21],"At":[22],"present,":[23],"most":[24],"methods":[29],"use":[30],"citation":[32],"network,":[33],"but":[34],"less":[35],"consider":[37],"internal":[39],"relations,":[40],"which":[41],"has":[42],"become":[43],"challenge":[45],"and":[46,86,103],"an":[47,150,159],"opportunity":[48],"for":[49],"research":[51],"recommendation.":[54],"Therefore,":[55],"we":[56,96,140],"propose":[57],"new":[59],"ameliorate":[62],"above":[64],"problem":[65],"based":[66],"on":[67],"time":[69],"series":[70],"in":[71],"this":[72],"paper.":[73],"We":[74],"specify":[75],"certain":[77],"collection":[79],"according":[80],"interests":[83],"users":[85],"integrate":[87],"varied":[89],"label":[90],"values":[91],"text,":[94,148],"then":[95],"coefficient":[100],"between":[101],"its":[104],"related":[105],"with":[107,149],"differential":[109],"analysis,":[110],"finally":[111],"similarity":[113,126],"degree":[114],"calculated":[119],"out":[120],"by":[121,154,164],"using":[122],"improved":[124],"cosine":[125],"matrix":[128],"promote":[130],"similar":[134],"text.":[135],"Our":[136],"experiments":[137],"indicate":[138],"that":[139],"are":[141],"able":[142],"ensure":[144],"quality":[146],"improvement":[151,160],"accuracy":[153],"8.63%":[155],"as":[156,158],"well":[157],"recall":[162],"rate":[163],"5.25%.":[165]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
