{"id":"https://openalex.org/W1995990213","doi":"https://doi.org/10.1109/fskd.2014.6980906","title":"GSLDA: Supervised topic model with graph regularization","display_name":"GSLDA: Supervised topic model with graph regularization","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1995990213","doi":"https://doi.org/10.1109/fskd.2014.6980906","mag":"1995990213"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2014.6980906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2014.6980906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-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/A5043508688","display_name":"Qiuling Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiuling Yan","raw_affiliation_strings":["College of Information Science and Engineering, Henan University of Technology Zhengzhou, China","Department of Computer Science, Peking University Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Henan University of Technology Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Department of Computer Science, Peking University Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032226905","display_name":"D. Yang","orcid":"https://orcid.org/0009-0002-2675-4022"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongqing Yang","raw_affiliation_strings":["Department of Computer Science, Peking University Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Peking University Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043508688"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I36152291"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"623","last_page":"627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9934999942779541,"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":0.9927999973297119,"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/regularization","display_name":"Regularization (linguistics)","score":0.7594733834266663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7494997978210449},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6201672554016113},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5362457633018494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5248427391052246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5100403428077698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37039729952812195},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19704023003578186}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7594733834266663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7494997978210449},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6201672554016113},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5362457633018494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5248427391052246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5100403428077698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37039729952812195},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19704023003578186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2014.6980906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2014.6980906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W105935508","https://openalex.org/W1970043789","https://openalex.org/W2025901387","https://openalex.org/W2098062695","https://openalex.org/W2111315907","https://openalex.org/W2123549998","https://openalex.org/W2130978632","https://openalex.org/W2145677303","https://openalex.org/W2150461699","https://openalex.org/W2165636119","https://openalex.org/W4237791300","https://openalex.org/W6604317980","https://openalex.org/W6674735981","https://openalex.org/W6678337573"],"related_works":["https://openalex.org/W3200230513","https://openalex.org/W2769501189","https://openalex.org/W2226452791","https://openalex.org/W2962686197","https://openalex.org/W2132052677","https://openalex.org/W4312773271","https://openalex.org/W2961085424","https://openalex.org/W4315588616","https://openalex.org/W2888805565","https://openalex.org/W2207653751"],"abstract_inverted_index":{"In":[0],"this":[1,40],"work,":[2],"we":[3,46],"study":[4],"the":[5,62,65,86,89],"problem":[6],"of":[7,42,64,71,88],"regularizing":[8],"supervised":[9,43],"topic":[10,16,44,72],"model":[11,17,67],"using":[12,51],"graph":[13,52],"structure.":[14,53],"Supervised":[15],"generates":[18],"each":[19],"document":[20],"independently,":[21],"whereas":[22],"in":[23],"many":[24],"applications":[25],"there":[26],"are":[27,32],"links":[28],"among":[29],"documents,":[30],"which":[31],"quite":[33],"useful":[34],"for":[35],"refining":[36],"topics.":[37],"To":[38],"overcome":[39],"limit":[41],"model,":[45],"propose":[47],"a":[48],"regularization":[49],"framework":[50],"By":[54],"leveraging":[55],"both":[56],"textual":[57],"content":[58],"and":[59,74],"link":[60],"structure,":[61],"output":[63],"proposed":[66,90],"can":[68],"promote":[69],"effect":[70],"extraction":[73],"social":[75],"network":[76],"analysis":[77],"simultaneously.":[78],"Experiment":[79],"results":[80],"on":[81],"two":[82],"real":[83],"datasets":[84],"demonstrate":[85],"effectiveness":[87],"approach.":[91]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}