{"id":"https://openalex.org/W2908139666","doi":"https://doi.org/10.3390/info10010018","title":"A Recommendation Model Based on Multi-Emotion Similarity in the Social Networks","display_name":"A Recommendation Model Based on Multi-Emotion Similarity in the Social Networks","publication_year":2019,"publication_date":"2019-01-06","ids":{"openalex":"https://openalex.org/W2908139666","doi":"https://doi.org/10.3390/info10010018","mag":"2908139666"},"language":"en","primary_location":{"id":"doi:10.3390/info10010018","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10010018","pdf_url":"https://www.mdpi.com/2078-2489/10/1/18/pdf?version=1546765436","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/10/1/18/pdf?version=1546765436","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035841372","display_name":"Jun Long","orcid":"https://orcid.org/0000-0003-0163-0007"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Long","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":"https://orcid.org/0000-0003-0163-0007","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056787472","display_name":"Yulou Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulou Wang","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089592676","display_name":"Xinpan Yuan","orcid":"https://orcid.org/0000-0001-9509-0755"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinpan Yuan","raw_affiliation_strings":["School of Computer, Hunan University of Technology, Zhuzhou 412000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Hunan University of Technology, Zhuzhou 412000, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416845","display_name":"Ting Li","orcid":"https://orcid.org/0000-0001-8548-9965"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Li","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028303789","display_name":"Qunfeng Liu","orcid":"https://orcid.org/0000-0002-6286-941X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunfeng Liu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha 410083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089592676"],"corresponding_institution_ids":["https://openalex.org/I49934816"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.3777,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85497426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"1","first_page":"18","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9933000206947327,"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/purchasing","display_name":"Purchasing","score":0.843887448310852},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6892737150192261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.68070387840271},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6704773902893066},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6012424230575562},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5630051493644714},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5596038103103638},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5555155277252197},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4904761016368866},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4140964150428772},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34648990631103516},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3064571022987366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2715679705142975},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1639048159122467},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11399537324905396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10711488127708435},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0978001058101654},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08094775676727295}],"concepts":[{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.843887448310852},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6892737150192261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68070387840271},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6704773902893066},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6012424230575562},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5630051493644714},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5596038103103638},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5555155277252197},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4904761016368866},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4140964150428772},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34648990631103516},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3064571022987366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2715679705142975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1639048159122467},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11399537324905396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10711488127708435},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0978001058101654},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08094775676727295},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info10010018","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10010018","pdf_url":"https://www.mdpi.com/2078-2489/10/1/18/pdf?version=1546765436","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:64019102b4ec4eb4a0d4d8b26739609b","is_oa":true,"landing_page_url":"https://doaj.org/article/64019102b4ec4eb4a0d4d8b26739609b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 10, Iss 1, p 18 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/10/1/18/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info10010018","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info10010018","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10010018","pdf_url":"https://www.mdpi.com/2078-2489/10/1/18/pdf?version=1546765436","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2291528346","display_name":null,"funder_award_id":"S1651002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3803300991","display_name":null,"funder_award_id":"2016JC2018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3835023003","display_name":"\u65e0\u7ebf\u4f20\u611f\u5668\u7f51\u7edc\u4e2d\u62b5\u5fa1\u6d1e\u653b\u51fb\u7684\u673a\u5236\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61379110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4362131876","display_name":null,"funder_award_id":"2018JJ2099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4688560466","display_name":null,"funder_award_id":"M1450004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5804645408","display_name":null,"funder_award_id":"61472450, 61402165, 61702560, S1651002, M1450004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5911764206","display_name":null,"funder_award_id":"61702560","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6815025637","display_name":null,"funder_award_id":"61272150, 61379110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G724387623","display_name":"\u7f51\u6784\u5316\u8f6f\u4ef6\u7684\u53ef\u4fe1\u670d\u52a1\u7ec4\u5408\u6f14\u5316\u7406\u8bba\u3001\u673a\u5236\u4e0e\u6a21\u578b","funder_award_id":"61272150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7737721212","display_name":null,"funder_award_id":"61402165, 61702560","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7801516544","display_name":"\u9762\u5411\u670d\u52a1\u8ba1\u7b97\u6a21\u5f0f\u8f6f\u4ef6\u7684QoS\u8ba1\u7b97\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61472450","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8106975048","display_name":null,"funder_award_id":"61402165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8162864048","display_name":null,"funder_award_id":"2018JJ2099","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G8227236709","display_name":null,"funder_award_id":"61379110","funder_id":"https://openalex.org/F4320321514","funder_display_name":"Central South University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2908139666.pdf","grobid_xml":"https://content.openalex.org/works/W2908139666.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W209399629","https://openalex.org/W2024095636","https://openalex.org/W2027731328","https://openalex.org/W2091789826","https://openalex.org/W2185184519","https://openalex.org/W2294501066","https://openalex.org/W2396357672","https://openalex.org/W2514383345","https://openalex.org/W2533705527","https://openalex.org/W2580505502","https://openalex.org/W2596285588","https://openalex.org/W2605174317","https://openalex.org/W2610627273","https://openalex.org/W2611332544","https://openalex.org/W2622328627","https://openalex.org/W2735506814","https://openalex.org/W2737648685","https://openalex.org/W2745847972","https://openalex.org/W2747494806","https://openalex.org/W2752984219","https://openalex.org/W2767249564","https://openalex.org/W2782494302","https://openalex.org/W2782845051","https://openalex.org/W2784023819","https://openalex.org/W2787151931","https://openalex.org/W2788856119","https://openalex.org/W2794024449","https://openalex.org/W2804022707","https://openalex.org/W2883330445","https://openalex.org/W4241807961","https://openalex.org/W4285719527","https://openalex.org/W4297971002","https://openalex.org/W6685940907","https://openalex.org/W6747331505"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W2104269053","https://openalex.org/W848359858","https://openalex.org/W2106424170","https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4328049145"],"abstract_inverted_index":{"This":[0],"paper":[1,156],"proposed":[2,153],"a":[3,33,138],"recommendation":[4,21,36,44,103],"model":[5],"called":[6],"RM-SA,":[7],"which":[8],"is":[9,115],"based":[10,117],"on":[11,118],"multi-emotional":[12],"analysis":[13],"in":[14,98,154],"networks.":[15],"In":[16],"the":[17,20,29,39,43,47,68,73,89,94,99,102,108,112,119,145,150,165],"RM-MES":[18,151],"scheme,":[19],"values":[22],"of":[23,42,49,70,76,106,141,149],"goods":[24,62,71],"are":[25,78,127],"primarily":[26],"derived":[27],"from":[28,135],"probabilities":[30],"calculated":[31],"by":[32,172],"similar":[34,91],"existing":[35,96,109],"system":[37],"during":[38],"initiation":[40],"stage":[41],"system.":[45],"First,":[46],"behaviors":[48],"those":[50],"users":[51,84,122],"can":[52],"be":[53],"divided":[54],"into":[55],"three":[56],"aspects,":[57],"including":[58],"browsing":[59],"goods,":[60],"buying":[61],"only,":[63],"and":[64,72,85,111,123,137,147,168,175],"purchasing\u2013evaluating":[65],"goods.":[66],"Then,":[67,101],"characteristics":[69],"emotional":[74],"information":[75],"user":[77],"considered":[79],"to":[80,143],"determine":[81],"similarities":[82,120],"between":[83,121],"stores.":[86],"We":[87],"chose":[88],"most":[90],"shop":[92,97],"as":[93],"reference":[95],"experiment.":[100],"probability":[104],"matrix":[105],"both":[107],"store":[110,114],"new":[113],"computed":[116],"target":[124],"user,":[125],"who":[126],"randomly":[128],"selected.":[129],"Finally,":[130],"we":[131],"used":[132],"co-purchasing":[133],"metadata":[134],"Amazon":[136],"certain":[139],"kind":[140],"comments":[142],"verify":[144],"effectiveness":[146],"performance":[148],"scheme":[152],"this":[155],"through":[157],"comprehensive":[158],"experiments.":[159],"The":[160],"final":[161],"results":[162],"showed":[163],"that":[164],"precision,":[166],"recall,":[167],"F1-measure":[169],"were":[170],"increased":[171],"19.07%,":[173],"20.73%":[174],"21.02%":[176],"respectively.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}