{"id":"https://openalex.org/W2080704384","doi":"https://doi.org/10.4304/jsw.8.9.2329-2335","title":"Research on Image Semantic Information Mining Based On Latent Dirichlet Allocation Model","display_name":"Research on Image Semantic Information Mining Based On Latent Dirichlet Allocation Model","publication_year":2013,"publication_date":"2013-09-12","ids":{"openalex":"https://openalex.org/W2080704384","doi":"https://doi.org/10.4304/jsw.8.9.2329-2335","mag":"2080704384"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.8.9.2329-2335","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.9.2329-2335","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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/A5109392741","display_name":"Sa Yang","orcid":"https://orcid.org/0000-0002-8140-0254"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sa Yang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109392741"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2722,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61583464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.916700005531311,"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/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.9126094579696655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9102070927619934},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.57386314868927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4483441710472107},{"id":"https://openalex.org/keywords/hierarchical-dirichlet-process","display_name":"Hierarchical Dirichlet process","score":0.4456852674484253},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4349803924560547},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43270283937454224},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.4152635335922241},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39736413955688477},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.3544863164424896}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.9126094579696655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9102070927619934},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.57386314868927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4483441710472107},{"id":"https://openalex.org/C141318989","wikidata":"https://www.wikidata.org/wiki/Q5753066","display_name":"Hierarchical Dirichlet process","level":4,"score":0.4456852674484253},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4349803924560547},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43270283937454224},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.4152635335922241},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39736413955688477},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.3544863164424896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.8.9.2329-2335","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.9.2329-2335","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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":20,"referenced_works":["https://openalex.org/W1507138437","https://openalex.org/W1880262756","https://openalex.org/W1986515506","https://openalex.org/W2050173620","https://openalex.org/W2082085186","https://openalex.org/W2097018403","https://openalex.org/W2104167780","https://openalex.org/W2120455201","https://openalex.org/W2122695597","https://openalex.org/W2125574651","https://openalex.org/W2130939059","https://openalex.org/W2134731454","https://openalex.org/W2138043589","https://openalex.org/W2139169000","https://openalex.org/W2149382413","https://openalex.org/W2159132424","https://openalex.org/W2351108461","https://openalex.org/W2367992079","https://openalex.org/W4236965008","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2251863249","https://openalex.org/W2132052677","https://openalex.org/W2921491680","https://openalex.org/W1551384396","https://openalex.org/W3159709618","https://openalex.org/W2110027950","https://openalex.org/W3046324450","https://openalex.org/W4291700620","https://openalex.org/W4214866631","https://openalex.org/W2914864478"],"abstract_inverted_index":{"Focusing":[0],"on":[1,9,51,73,81],"the":[2,25,40,52,96],"issues":[3],"of":[4,6,14,27,29,55,75,95,98],"lacking":[5],"semantic":[7,31,77],"description":[8],"image":[10,30,43,76,99],"identification":[11,28,74],"and":[12,49,58,64,79,84,92,102],"methods":[13],"mapping":[15,41],"from":[16,42],"low-level":[17],"semantics":[18,100],"to":[19,46],"high-level":[20,47],"semantics,":[21,48],"this":[22],"paper":[23],"describes":[24],"experiments":[26,50,62],"information":[32],"by":[33],"using":[34],"LDA":[35,67],"model,":[36],"which":[37,87],"can":[38],"achieve":[39],"visual":[44],"feature":[45],"data":[53],"sets":[54],"Corel":[56,59],"5k":[57],"30k.":[60],"The":[61],"test":[63],"verify":[65],"that":[66],"model":[68],"performs":[69],"a":[70,89],"good":[71],"stability":[72],"information,":[78],"advantageous":[80],"dimension":[82],"accuracy":[83],"recall":[85],"rate,":[86],"provide":[88],"new":[90],"solution":[91],"an":[93],"embodiment":[94],"identifying":[97],"intelligently":[101],"automatically.":[103]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
