{"id":"https://openalex.org/W4288769358","doi":"https://doi.org/10.1007/978-3-031-12638-3_4","title":"Comparison of\u00a0Multiple Machine Learning Approaches and\u00a0Sentiment Analysis in\u00a0Detection of\u00a0Spam","display_name":"Comparison of\u00a0Multiple Machine Learning Approaches and\u00a0Sentiment Analysis in\u00a0Detection of\u00a0Spam","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288769358","doi":"https://doi.org/10.1007/978-3-031-12638-3_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-12638-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-12638-3_4","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/A5066213485","display_name":"A. N. M. Sajedul Alam","orcid":"https://orcid.org/0009-0009-5182-5006"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"A. N. M. Sajedul Alam","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041058162","display_name":"Shifat Zaman","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shifat Zaman","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072000735","display_name":"Arnob Kumar Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Arnob Kumar Dey","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052685658","display_name":"Junaid Bin Kibria","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Junaid Bin Kibria","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008228161","display_name":"Zawad Alam","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zawad Alam","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081480961","display_name":"Mohammed Julfikar Ali Mahbub","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammed Julfikar Ali Mahbub","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053653150","display_name":"Md. Motahar Mahtab","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Motahar Mahtab","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006475041","display_name":"Annajiat Alim Rasel","orcid":"https://orcid.org/0000-0003-0198-3734"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Annajiat Alim Rasel","raw_affiliation_strings":["Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brac University, 66 Mohakhali, 1212, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5066213485"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":1.2622,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7932977,"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":"37","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9955000281333923,"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/spamming","display_name":"Spamming","score":0.969403862953186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8027330636978149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6049066185951233},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5587025284767151},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5072681307792664},{"id":"https://openalex.org/keywords/vectorization","display_name":"Vectorization (mathematics)","score":0.41238224506378174},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37305375933647156},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37187057733535767},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30919766426086426},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.12335911393165588}],"concepts":[{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.969403862953186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8027330636978149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6049066185951233},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5587025284767151},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5072681307792664},{"id":"https://openalex.org/C41681595","wikidata":"https://www.wikidata.org/wiki/Q7917855","display_name":"Vectorization (mathematics)","level":2,"score":0.41238224506378174},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37305375933647156},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37187057733535767},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30919766426086426},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12335911393165588},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-12638-3_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-12638-3_4","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/4","score":0.550000011920929,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1968005657","https://openalex.org/W1983324541","https://openalex.org/W2004147962","https://openalex.org/W2130776173","https://openalex.org/W2163264097","https://openalex.org/W2905232447","https://openalex.org/W3018948480","https://openalex.org/W3082772432","https://openalex.org/W3144293453","https://openalex.org/W4256060553","https://openalex.org/W6869608176"],"related_works":["https://openalex.org/W15029578","https://openalex.org/W8321499","https://openalex.org/W11033076","https://openalex.org/W382276","https://openalex.org/W11991885","https://openalex.org/W7830544","https://openalex.org/W6316171","https://openalex.org/W5641948","https://openalex.org/W5362551","https://openalex.org/W9292421"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
