{"id":"https://openalex.org/W3000404511","doi":"https://doi.org/10.1007/978-3-030-38752-5_7","title":"Classifying Political Arabic Articles Using Support Vector Machine with Different Feature Extraction","display_name":"Classifying Political Arabic Articles Using Support Vector Machine with Different Feature Extraction","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3000404511","doi":"https://doi.org/10.1007/978-3-030-38752-5_7","mag":"3000404511"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-38752-5_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38752-5_7","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/A5044689198","display_name":"Dhafar Hamed","orcid":"https://orcid.org/0000-0003-0548-0616"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]},{"id":"https://openalex.org/I2800838116","display_name":"University of Al Maarif","ror":"https://ror.org/05scxf493","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2800838116"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Dhafar Hamed Abd","raw_affiliation_strings":["Department of Computer Science, Al-Maarif University College, Alanbar, Iraq","Department of Computer Science, University of Technology, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-0548-0616","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Maarif University College, Alanbar, Iraq","institution_ids":["https://openalex.org/I2800838116"]},{"raw_affiliation_string":"Department of Computer Science, University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020325411","display_name":"Ahmed T. Sadiq","orcid":"https://orcid.org/0000-0002-4749-8243"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ahmed T. Sadiq","raw_affiliation_strings":["Department of Computer Science, University of Technology, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-4749-8243","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066733749","display_name":"Ayad R. Abbas","orcid":"https://orcid.org/0000-0002-9797-421X"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ayad R. Abbas","raw_affiliation_strings":["Department of Computer Science, University of Technology, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-9797-421X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044689198"],"corresponding_institution_ids":["https://openalex.org/I171256487","https://openalex.org/I2800838116"],"apc_list":null,"apc_paid":null,"fwci":8.7996,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98294477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9962999820709229,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7739483118057251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6969655752182007},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.6715420484542847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6451465487480164},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.638752281665802},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4834774136543274},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45008179545402527},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4430937170982361},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4207502007484436},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.40224719047546387},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3983778953552246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39663565158843994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38488665223121643},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33085155487060547},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32649916410446167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11611339449882507},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.062028735876083374},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.06048122048377991}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7739483118057251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969655752182007},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.6715420484542847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6451465487480164},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.638752281665802},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4834774136543274},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45008179545402527},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4430937170982361},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4207502007484436},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.40224719047546387},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3983778953552246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39663565158843994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38488665223121643},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33085155487060547},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32649916410446167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11611339449882507},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.062028735876083374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.06048122048377991},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-38752-5_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38752-5_7","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W204713426","https://openalex.org/W1579572292","https://openalex.org/W1826790618","https://openalex.org/W1982865616","https://openalex.org/W2015525779","https://openalex.org/W2019759670","https://openalex.org/W2054997212","https://openalex.org/W2097726431","https://openalex.org/W2108646579","https://openalex.org/W2114524997","https://openalex.org/W2126581182","https://openalex.org/W2143184868","https://openalex.org/W2143455647","https://openalex.org/W2143570397","https://openalex.org/W2143969069","https://openalex.org/W2148506018","https://openalex.org/W2155328222","https://openalex.org/W2162095731","https://openalex.org/W2166706824","https://openalex.org/W2199803028","https://openalex.org/W2215376118","https://openalex.org/W2220660951","https://openalex.org/W2553002154","https://openalex.org/W2584852760","https://openalex.org/W2594612414","https://openalex.org/W2599054872","https://openalex.org/W2734596499","https://openalex.org/W2785813925","https://openalex.org/W2797843433","https://openalex.org/W2914314884","https://openalex.org/W2946020736","https://openalex.org/W2965253428","https://openalex.org/W4205184193","https://openalex.org/W4211186029"],"related_works":["https://openalex.org/W2382433580","https://openalex.org/W2100326285","https://openalex.org/W2369751049","https://openalex.org/W2198237484","https://openalex.org/W2041122820","https://openalex.org/W2381981226","https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}