{"id":"https://openalex.org/W1963858130","doi":"https://doi.org/10.1109/sisy.2013.6662568","title":"Active learning enhanced semi-automatic annotation tool for aspect-based sentiment analysis","display_name":"Active learning enhanced semi-automatic annotation tool for aspect-based sentiment analysis","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W1963858130","doi":"https://doi.org/10.1109/sisy.2013.6662568","mag":"1963858130"},"language":"en","primary_location":{"id":"doi:10.1109/sisy.2013.6662568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2013.6662568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 11th International Symposium on Intelligent Systems and Informatics (SISY)","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/A5081248729","display_name":"Miroslav Smatana","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Miroslav Smatana","raw_affiliation_strings":["Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","institution_ids":[]},{"raw_affiliation_string":"Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025126283","display_name":"P. Koncz","orcid":"https://orcid.org/0009-0004-5664-4187"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Koncz","raw_affiliation_strings":["Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","institution_ids":[]},{"raw_affiliation_string":"Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086762958","display_name":"Peter Smatana","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Smatana","raw_affiliation_strings":["Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","institution_ids":[]},{"raw_affiliation_string":"Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071015069","display_name":"J\u00e1n Parali\u010d","orcid":"https://orcid.org/0000-0002-4603-0411"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jan Paralic","raw_affiliation_strings":["Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Cybernetics and Artificial Intelligence, FEI TU of Ko \u00c5\u00a1ice, Slovak Republic","institution_ids":[]},{"raw_affiliation_string":"Dept. of Cybern. & Artificial Intell., FEI TU of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4941,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74916612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5478","issue":null,"first_page":"191","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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":0.998199999332428,"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":0.9980999827384949,"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/annotation","display_name":"Annotation","score":0.9291622638702393},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8448026776313782},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.696671187877655},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5466412305831909},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5245604515075684},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5141699314117432},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49973559379577637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48705556988716125},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40895846486091614},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4019142985343933}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.9291622638702393},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8448026776313782},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.696671187877655},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5466412305831909},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5245604515075684},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5141699314117432},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49973559379577637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48705556988716125},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40895846486091614},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4019142985343933},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy.2013.6662568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy.2013.6662568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 11th International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"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":23,"referenced_works":["https://openalex.org/W72943731","https://openalex.org/W180484851","https://openalex.org/W1604214695","https://openalex.org/W1993834644","https://openalex.org/W2002261357","https://openalex.org/W2047234042","https://openalex.org/W2057988282","https://openalex.org/W2084662183","https://openalex.org/W2099701465","https://openalex.org/W2113125055","https://openalex.org/W2125858751","https://openalex.org/W2145827727","https://openalex.org/W2147148726","https://openalex.org/W2148034183","https://openalex.org/W2160660844","https://openalex.org/W2169863116","https://openalex.org/W2435251607","https://openalex.org/W4211186029","https://openalex.org/W6602982269","https://openalex.org/W6607441182","https://openalex.org/W6676723433","https://openalex.org/W6682239983","https://openalex.org/W6717827561"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W2548633793","https://openalex.org/W4405124681","https://openalex.org/W3013279174"],"abstract_inverted_index":{"Aspect-based":[0],"sentiment":[1,25,87],"analysis":[2,26,88],"has":[3],"become":[4],"popular":[5],"research":[6],"field":[7],"which":[8,64],"allows":[9],"the":[10,42,70,73,83,90,94,105,116,120,131],"quantification":[11],"of":[12,15,18,23,44,72,78,85,107,112,119,126],"textual":[13],"evaluations":[14],"different":[16],"aspects":[17],"products":[19],"and":[20,97],"services.":[21],"Methods":[22],"aspect-based":[24,86],"built":[27],"on":[28,33],"machine":[29],"learning":[30,67,80],"usually":[31],"depend":[32],"manually":[34],"annotated":[35],"training":[36],"corpora.":[37],"In":[38,55],"order":[39],"to":[40,50,68,82,130],"facilitate":[41],"processes":[43],"their":[45],"creation,":[46],"annotation":[47,62,99,121],"tools":[48],"dedicated":[49],"this":[51,56],"purpose":[52],"are":[53],"needed.":[54],"work":[57],"we":[58],"proposed":[59,95],"a":[60],"semi-automatic":[61],"tool":[63],"uses":[65],"active":[66,79,134],"increase":[69,118],"effectiveness":[71],"documents":[74],"annotation.":[75],"The":[76,110],"use":[77],"adapted":[81],"needs":[84],"is":[89],"main":[91],"difference":[92],"between":[93],"solution":[96],"existing":[98],"tools.":[100],"We":[101],"applied":[102],"it":[103],"in":[104,124,128],"domain":[106],"hotels":[108],"evaluations.":[109],"results":[111],"realized":[113],"experiments":[114],"confirmed":[115],"faster":[117],"suggestions":[122],"quality":[123],"terms":[125],"F1-measure":[127],"comparison":[129],"scenario":[132],"without":[133],"learning.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
