{"id":"https://openalex.org/W2955590874","doi":"https://doi.org/10.1007/978-3-030-37599-7_18","title":"Analyses of Multi-collection Corpora via Compound Topic Modeling","display_name":"Analyses of Multi-collection Corpora via Compound Topic Modeling","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2955590874","doi":"https://doi.org/10.1007/978-3-030-37599-7_18","mag":"2955590874"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-37599-7_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37599-7_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.01636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030216128","display_name":"Clint P. George","orcid":"https://orcid.org/0000-0003-3630-9811"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Clint P. George","raw_affiliation_strings":["Informatics Institute, University of Florida, Gainesville, USA","School of Mathematics and Computer Science, Indian Institute of Technology Goa, Veling, India"],"raw_orcid":"https://orcid.org/0000-0003-3630-9811","affiliations":[{"raw_affiliation_string":"Informatics Institute, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"School of Mathematics and Computer Science, Indian Institute of Technology Goa, Veling, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067662547","display_name":"Wei Xia","orcid":"https://orcid.org/0000-0001-8988-8381"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Xia","raw_affiliation_strings":["Department of Statistics, University of Florida, Gainesville, USA","Department of Statistics, University of FlorIDa, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Statistics, University of FlorIDa, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017220650","display_name":"George Michailidis","orcid":"https://orcid.org/0000-0002-3676-1739"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"George Michailidis","raw_affiliation_strings":["Department of Statistics, University of Florida, Gainesville, USA","Informatics Institute, University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0000-0002-3676-1739","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Informatics Institute, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017220650"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09727626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"205","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9947999715805054,"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":0.9660999774932861,"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/computer-science","display_name":"Computer science","score":0.7615180611610413},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.702601969242096},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6648843884468079},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.5714660286903381},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5635034441947937},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5511922836303711},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5137761235237122},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47915118932724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47741591930389404},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4635865390300751},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4618138074874878},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.44070103764533997},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33137622475624084},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.22397401928901672},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15662232041358948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12337315082550049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7615180611610413},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.702601969242096},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6648843884468079},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.5714660286903381},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5635034441947937},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5511922836303711},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5137761235237122},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47915118932724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47741591930389404},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4635865390300751},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4618138074874878},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.44070103764533997},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33137622475624084},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.22397401928901672},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15662232041358948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12337315082550049},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-37599-7_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37599-7_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1907.01636","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01636","pdf_url":"https://arxiv.org/pdf/1907.01636","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2955590874","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.01636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.01636","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.01636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.01636","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01636","pdf_url":"https://arxiv.org/pdf/1907.01636","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W130710483","https://openalex.org/W263845233","https://openalex.org/W1516111018","https://openalex.org/W1545319692","https://openalex.org/W1663973292","https://openalex.org/W1880262756","https://openalex.org/W1983452151","https://openalex.org/W2001082470","https://openalex.org/W2001272401","https://openalex.org/W2056760934","https://openalex.org/W2069225128","https://openalex.org/W2069429561","https://openalex.org/W2080972498","https://openalex.org/W2096814070","https://openalex.org/W2098062695","https://openalex.org/W2100456378","https://openalex.org/W2103587173","https://openalex.org/W2104192125","https://openalex.org/W2104210067","https://openalex.org/W2107743791","https://openalex.org/W2110529144","https://openalex.org/W2112247328","https://openalex.org/W2116137244","https://openalex.org/W2130428211","https://openalex.org/W2132827946","https://openalex.org/W2138309709","https://openalex.org/W2144100511","https://openalex.org/W2147152072","https://openalex.org/W2158266063","https://openalex.org/W2165612380","https://openalex.org/W2394921817","https://openalex.org/W2478027467","https://openalex.org/W2520638700","https://openalex.org/W2801179766","https://openalex.org/W3003334302","https://openalex.org/W3101692757","https://openalex.org/W4233135949"],"related_works":["https://openalex.org/W3003334302","https://openalex.org/W3007639801","https://openalex.org/W2542294474","https://openalex.org/W2747907397","https://openalex.org/W3185504860","https://openalex.org/W1831355885","https://openalex.org/W2413129698","https://openalex.org/W2207653751","https://openalex.org/W1977676276","https://openalex.org/W2570744324","https://openalex.org/W2742276251","https://openalex.org/W2507446004","https://openalex.org/W2752711721","https://openalex.org/W3005633442","https://openalex.org/W2943781298","https://openalex.org/W2210189954","https://openalex.org/W2053725995","https://openalex.org/W2110642088","https://openalex.org/W3023662074","https://openalex.org/W3118174724"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}