{"id":"https://openalex.org/W2979472088","doi":"https://doi.org/10.1007/978-3-030-33110-8_14","title":"Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis","display_name":"Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2979472088","doi":"https://doi.org/10.1007/978-3-030-33110-8_14","mag":"2979472088"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33110-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33110-8_14","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/A5084784960","display_name":"Kostadin Mishev","orcid":"https://orcid.org/0000-0003-3982-3330"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":true,"raw_author_name":"Kostadin Mishev","raw_affiliation_strings":["FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia"],"affiliations":[{"raw_affiliation_string":"FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034185097","display_name":"Ana Gjorgjevikj","orcid":"https://orcid.org/0000-0002-5135-7718"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ana Gjorgjevikj","raw_affiliation_strings":["FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia"],"affiliations":[{"raw_affiliation_string":"FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085234316","display_name":"Riste Stojanov","orcid":"https://orcid.org/0000-0003-2067-3467"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Riste Stojanov","raw_affiliation_strings":["FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia"],"affiliations":[{"raw_affiliation_string":"FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037207344","display_name":"Igor Mishkovski","orcid":"https://orcid.org/0000-0003-1137-6102"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Igor Mishkovski","raw_affiliation_strings":["FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia"],"affiliations":[{"raw_affiliation_string":"FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053217029","display_name":"Irena Vodenska","orcid":"https://orcid.org/0000-0003-1183-7941"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Irena Vodenska","raw_affiliation_strings":["Boston University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012026486","display_name":"Ljubomir Chitkushev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ljubomir Chitkushev","raw_affiliation_strings":["Boston University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Boston University, Boston, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067143303","display_name":"Dimitar Trajanov","orcid":"https://orcid.org/0000-0002-3105-6010"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Dimitar Trajanov","raw_affiliation_strings":["FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia"],"affiliations":[{"raw_affiliation_string":"FCSE, \u201cSs. Cyril and Methodius\u201d University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"FCSE, \"Ss. Cyril and Methodius\" University in Skopje, Skopje, Republic of North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5084784960"],"corresponding_institution_ids":["https://openalex.org/I76245029"],"apc_list":null,"apc_paid":null,"fwci":4.1866,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96012786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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":0.7683667540550232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7376113533973694},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7226019501686096},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.706608772277832},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.7000378370285034},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6275050640106201},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5941378474235535},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5833273530006409},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49159058928489685},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4419375956058502},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43259912729263306},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11896297335624695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10413187742233276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683667540550232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7376113533973694},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7226019501686096},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.706608772277832},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7000378370285034},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6275050640106201},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5941378474235535},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5833273530006409},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49159058928489685},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4419375956058502},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43259912729263306},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11896297335624695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10413187742233276},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33110-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33110-8_14","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":24,"referenced_works":["https://openalex.org/W1568999656","https://openalex.org/W1584017212","https://openalex.org/W1924770834","https://openalex.org/W2073572878","https://openalex.org/W2099813784","https://openalex.org/W2110485445","https://openalex.org/W2136939460","https://openalex.org/W2153579005","https://openalex.org/W2168850169","https://openalex.org/W2250539671","https://openalex.org/W2493916176","https://openalex.org/W2599743206","https://openalex.org/W2753112478","https://openalex.org/W2753259282","https://openalex.org/W2786411768","https://openalex.org/W2790243519","https://openalex.org/W2963672008","https://openalex.org/W2970405184","https://openalex.org/W3124986135","https://openalex.org/W3125952890","https://openalex.org/W3126053622","https://openalex.org/W6604896550","https://openalex.org/W6828894009","https://openalex.org/W6854636774"],"related_works":["https://openalex.org/W2335882425","https://openalex.org/W3080191145","https://openalex.org/W2745862583","https://openalex.org/W4200241356","https://openalex.org/W4385572842","https://openalex.org/W4307004515","https://openalex.org/W3212418102","https://openalex.org/W2988804282","https://openalex.org/W4293054830","https://openalex.org/W2949267551"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}