{"id":"https://openalex.org/W2765111078","doi":"https://doi.org/10.1007/978-3-319-69548-8_5","title":"The Algorithm of Modelling and Analysis of Latent Semantic Relations: Linear Algebra vs. Probabilistic Topic Models","display_name":"The Algorithm of Modelling and Analysis of Latent Semantic Relations: Linear Algebra vs. Probabilistic Topic Models","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765111078","doi":"https://doi.org/10.1007/978-3-319-69548-8_5","mag":"2765111078"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-69548-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-69548-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5065694652","display_name":"Nina Rizun","orcid":"https://orcid.org/0000-0002-4343-9713"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Nina Rizun","raw_affiliation_strings":["Department of Applied Informatics in Management, Faculty of Management and Economics, Gdansk University of Technology, Gda\u0144sk, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics in Management, Faculty of Management and Economics, Gdansk University of Technology, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I169333911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047681117","display_name":"Yurii Taranenko","orcid":"https://orcid.org/0000-0003-2209-2244"},"institutions":[{"id":"https://openalex.org/I3131304771","display_name":"Alfred Nobel University","ror":"https://ror.org/05ykq3c56","country_code":"UA","type":"education","lineage":["https://openalex.org/I3131304771"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yurii Taranenko","raw_affiliation_strings":["Department of Applied Linguistics and Methods of Teaching Foreign Languages, Alfred Nobel University, Dnipro, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Applied Linguistics and Methods of Teaching Foreign Languages, Alfred Nobel University, Dnipro, Ukraine","institution_ids":["https://openalex.org/I3131304771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055951153","display_name":"Wojciech Waloszek","orcid":"https://orcid.org/0000-0002-1874-4599"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Waloszek","raw_affiliation_strings":["Department of Software Engineering, Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Gda\u0144sk, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Gda\u0144sk, Poland","institution_ids":["https://openalex.org/I169333911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065694652"],"corresponding_institution_ids":["https://openalex.org/I169333911"],"apc_list":null,"apc_paid":null,"fwci":1.978,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89474702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9909999966621399,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9909999966621399,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9678000211715698,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.8979521989822388},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.8135136365890503},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.7962011694908142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6173923015594482},{"id":"https://openalex.org/keywords/argumentative","display_name":"Argumentative","score":0.5956569910049438},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5503553152084351},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5498521327972412},{"id":"https://openalex.org/keywords/semantic-analysis","display_name":"Semantic analysis (machine learning)","score":0.5151804685592651},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5118445754051208},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5099574327468872},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4800927937030792},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.4406638741493225},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4099101424217224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33143264055252075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25209733843803406},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15009281039237976}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8979521989822388},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.8135136365890503},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.7962011694908142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6173923015594482},{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.5956569910049438},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5503553152084351},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5498521327972412},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.5151804685592651},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5118445754051208},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5099574327468872},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4800927937030792},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.4406638741493225},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4099101424217224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33143264055252075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25209733843803406},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15009281039237976},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-69548-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-69548-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W159230833","https://openalex.org/W897503957","https://openalex.org/W1570544052","https://openalex.org/W1580960713","https://openalex.org/W1612003148","https://openalex.org/W1660390307","https://openalex.org/W1880262756","https://openalex.org/W1956559956","https://openalex.org/W1958077162","https://openalex.org/W1992419399","https://openalex.org/W2058373514","https://openalex.org/W2063392856","https://openalex.org/W2073414385","https://openalex.org/W2091273188","https://openalex.org/W2093432797","https://openalex.org/W2147152072","https://openalex.org/W2153233077","https://openalex.org/W2165612380","https://openalex.org/W2166753626","https://openalex.org/W2174706414","https://openalex.org/W2584294788","https://openalex.org/W2625211178","https://openalex.org/W2772164361","https://openalex.org/W3194988381","https://openalex.org/W4233135949","https://openalex.org/W4236122429","https://openalex.org/W4245049592"],"related_works":["https://openalex.org/W1551384396","https://openalex.org/W2921491680","https://openalex.org/W4214866631","https://openalex.org/W2726875075","https://openalex.org/W2519152253","https://openalex.org/W4200619138","https://openalex.org/W69385598","https://openalex.org/W2588002110","https://openalex.org/W4283015716","https://openalex.org/W2103628173"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}