{"id":"https://openalex.org/W2522541762","doi":"https://doi.org/10.1007/978-3-319-46254-7_42","title":"Vector Space Representations of Documents in Classifying Finnish Social Media Texts","display_name":"Vector Space Representations of Documents in Classifying Finnish Social Media Texts","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2522541762","doi":"https://doi.org/10.1007/978-3-319-46254-7_42","mag":"2522541762"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-46254-7_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46254-7_42","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":"conference-paper","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/A5076640279","display_name":"Viljami Venekoski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109212","display_name":"National Defence University","ror":"https://ror.org/01js4x705","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210109212"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Viljami Venekoski","raw_affiliation_strings":["National Defence University, 00861, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Defence University, 00861, Helsinki, Finland","institution_ids":["https://openalex.org/I4210109212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081639652","display_name":"Samir Puuska","orcid":"https://orcid.org/0000-0003-0785-575X"},"institutions":[{"id":"https://openalex.org/I4210109212","display_name":"National Defence University","ror":"https://ror.org/01js4x705","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210109212"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samir Puuska","raw_affiliation_strings":["National Defence University, 00861, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Defence University, 00861, Helsinki, Finland","institution_ids":["https://openalex.org/I4210109212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049235493","display_name":"Jouko Vankka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109212","display_name":"National Defence University","ror":"https://ror.org/01js4x705","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210109212"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jouko Vankka","raw_affiliation_strings":["National Defence University, 00861, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Defence University, 00861, Helsinki, Finland","institution_ids":["https://openalex.org/I4210109212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076640279"],"corresponding_institution_ids":["https://openalex.org/I4210109212"],"apc_list":null,"apc_paid":null,"fwci":1.1646,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81972565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"525","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9988999962806702,"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":0.9980000257492065,"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/tf\u2013idf","display_name":"tf\u2013idf","score":0.8836504220962524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7496335506439209},{"id":"https://openalex.org/keywords/lemmatisation","display_name":"Lemmatisation","score":0.7430471181869507},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.6805425882339478},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5970791578292847},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5901072025299072},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5509763956069946},{"id":"https://openalex.org/keywords/vector-space","display_name":"Vector space","score":0.5439013242721558},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5354365110397339},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5219637751579285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5189354419708252},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.46723300218582153},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.45835649967193604},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4224920868873596},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.3149983882904053},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.30750787258148193},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2813226878643036},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18383514881134033},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1399204134941101},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11334380507469177}],"concepts":[{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.8836504220962524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7496335506439209},{"id":"https://openalex.org/C161831844","wikidata":"https://www.wikidata.org/wiki/Q2554325","display_name":"Lemmatisation","level":2,"score":0.7430471181869507},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.6805425882339478},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5970791578292847},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5901072025299072},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5509763956069946},{"id":"https://openalex.org/C13336665","wikidata":"https://www.wikidata.org/wiki/Q125977","display_name":"Vector space","level":2,"score":0.5439013242721558},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5354365110397339},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5219637751579285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5189354419708252},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.46723300218582153},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.45835649967193604},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4224920868873596},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.3149983882904053},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.30750787258148193},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2813226878643036},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18383514881134033},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1399204134941101},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11334380507469177},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-46254-7_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46254-7_42","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":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W125855469","https://openalex.org/W159123125","https://openalex.org/W168564468","https://openalex.org/W658020064","https://openalex.org/W1615991656","https://openalex.org/W1832693441","https://openalex.org/W1854884267","https://openalex.org/W1880262756","https://openalex.org/W1965299982","https://openalex.org/W1972119323","https://openalex.org/W1972978393","https://openalex.org/W1987680958","https://openalex.org/W2037884508","https://openalex.org/W2141599568","https://openalex.org/W2144211451","https://openalex.org/W2147152072","https://openalex.org/W2149684865","https://openalex.org/W2167277498","https://openalex.org/W2188648436","https://openalex.org/W2238728730","https://openalex.org/W2246905217","https://openalex.org/W2251443999","https://openalex.org/W2251803266","https://openalex.org/W2882319491","https://openalex.org/W2950133940","https://openalex.org/W2950577311","https://openalex.org/W2963759421","https://openalex.org/W4392042140"],"related_works":["https://openalex.org/W2549551998","https://openalex.org/W3036265557","https://openalex.org/W2900987978","https://openalex.org/W2975262101","https://openalex.org/W2163957714","https://openalex.org/W3109760095","https://openalex.org/W3150575538","https://openalex.org/W3028990185","https://openalex.org/W2365583997","https://openalex.org/W2522541762"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
