{"id":"https://openalex.org/W2805150911","doi":"https://doi.org/10.1007/978-3-319-92639-1_43","title":"A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection","display_name":"A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2805150911","doi":"https://doi.org/10.1007/978-3-319-92639-1_43","mag":"2805150911"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-92639-1_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-92639-1_43","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ebiltegia.mondragon.edu/xmlui/bitstream/20.500.11984/1178/1/A%20mood%20analysis%20on%20youtube%20comments%20and%20a%20method%20for%20improved%20social%20spam%20detection.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091466551","display_name":"Enaitz Ezpeleta","orcid":"https://orcid.org/0000-0003-4121-8869"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Enaitz Ezpeleta","raw_affiliation_strings":["Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050357792","display_name":"Mikel Iturbe","orcid":"https://orcid.org/0000-0001-9641-5646"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mikel Iturbe","raw_affiliation_strings":["Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060154154","display_name":"I\u00f1aki Garitano","orcid":"https://orcid.org/0000-0002-0387-9167"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I\u00f1aki Garitano","raw_affiliation_strings":["Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033148287","display_name":"I\u00f1aki V\u00e9lez De Mendizabal","orcid":"https://orcid.org/0000-0001-5460-9549"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I\u00f1aki Velez de Mendizabal","raw_affiliation_strings":["Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011342556","display_name":"Urko Zurutuza","orcid":"https://orcid.org/0000-0003-3720-6048"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Urko Zurutuza","raw_affiliation_strings":["Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Mondragon University, Goiru Kalea, 2, 20500, Arrasate-Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091466551"],"corresponding_institution_ids":["https://openalex.org/I162361429"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.7431,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95214853,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"514","last_page":"525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8166081309318542},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.66764897108078},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.6565518379211426},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5654229521751404},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5134011507034302},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48458898067474365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44406983256340027},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4425656795501709},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.43346288800239563},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4262157082557678},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.41817474365234375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3957885503768921},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30050337314605713},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07397988438606262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166081309318542},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.66764897108078},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.6565518379211426},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5654229521751404},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5134011507034302},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48458898067474365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44406983256340027},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4425656795501709},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.43346288800239563},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4262157082557678},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.41817474365234375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3957885503768921},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30050337314605713},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07397988438606262},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-92639-1_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-92639-1_43","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:ebiltegia.mondragon.edu:20.500.11984/1178","is_oa":true,"landing_page_url":"https://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=148654","pdf_url":"http://ebiltegia.mondragon.edu/xmlui/bitstream/20.500.11984/1178/1/A%20mood%20analysis%20on%20youtube%20comments%20and%20a%20method%20for%20improved%20social%20spam%20detection.pdf","source":{"id":"https://openalex.org/S4377196532","display_name":"eRepository Mondragon University (Mondragon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162361429","host_organization_name":"Mondragon Unibertsitatea","host_organization_lineage":["https://openalex.org/I162361429"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hybrid Artificial Intelligent Systems (HAIS 2018). Pp. 514-525. Lecture Notes in Computer Science Vol.10870. Springer,","raw_type":null}],"best_oa_location":{"id":"pmh:oai:ebiltegia.mondragon.edu:20.500.11984/1178","is_oa":true,"landing_page_url":"https://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=148654","pdf_url":"http://ebiltegia.mondragon.edu/xmlui/bitstream/20.500.11984/1178/1/A%20mood%20analysis%20on%20youtube%20comments%20and%20a%20method%20for%20improved%20social%20spam%20detection.pdf","source":{"id":"https://openalex.org/S4377196532","display_name":"eRepository Mondragon University (Mondragon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162361429","host_organization_name":"Mondragon Unibertsitatea","host_organization_lineage":["https://openalex.org/I162361429"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hybrid Artificial Intelligent Systems (HAIS 2018). Pp. 514-525. Lecture Notes in Computer Science Vol.10870. Springer,","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2631452109","display_name":null,"funder_award_id":"(ERDF)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2805150911.pdf","grobid_xml":"https://content.openalex.org/works/W2805150911.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1573258035","https://openalex.org/W1980298600","https://openalex.org/W1986678144","https://openalex.org/W1993081839","https://openalex.org/W2005002286","https://openalex.org/W2041709326","https://openalex.org/W2051681257","https://openalex.org/W2052549182","https://openalex.org/W2097726431","https://openalex.org/W2101196063","https://openalex.org/W2148003843","https://openalex.org/W2155328222","https://openalex.org/W2163898372","https://openalex.org/W2166706824","https://openalex.org/W2171468534","https://openalex.org/W2206851824","https://openalex.org/W2286465138","https://openalex.org/W2295416969","https://openalex.org/W2397135192","https://openalex.org/W2403240188","https://openalex.org/W2407789839","https://openalex.org/W2488773227","https://openalex.org/W2505282017","https://openalex.org/W2591749048","https://openalex.org/W2735364174","https://openalex.org/W3098653001","https://openalex.org/W3146306708","https://openalex.org/W4205184193"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3192794374","https://openalex.org/W4362613237","https://openalex.org/W4379932966","https://openalex.org/W3141461916","https://openalex.org/W4379470079","https://openalex.org/W2803710604","https://openalex.org/W1991033165","https://openalex.org/W2022853629","https://openalex.org/W3035887866"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}