{"id":"https://openalex.org/W4385999528","doi":"https://doi.org/10.1007/s13278-023-01108-6","title":"Machine learning algorithm-based spam detection in social networks","display_name":"Machine learning algorithm-based spam detection in social networks","publication_year":2023,"publication_date":"2023-08-19","ids":{"openalex":"https://openalex.org/W4385999528","doi":"https://doi.org/10.1007/s13278-023-01108-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-023-01108-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-023-01108-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-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/A5053826430","display_name":"M. Sumathi","orcid":"https://orcid.org/0000-0002-8039-0920"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Sumathi","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068883308","display_name":"S. P. Raja","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. P. Raja","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamilnadu, 632 014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamilnadu, 632 014, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068883308"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.8274,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.98062139,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9979000091552734,"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":0.7497809529304504},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.71483314037323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7147666811943054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.702843427658081},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6567685604095459},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6476874351501465},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6089593172073364},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5716941952705383},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4436185359954834},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44105106592178345},{"id":"https://openalex.org/keywords/majority-rule","display_name":"Majority rule","score":0.438351035118103},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3203730583190918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7497809529304504},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.71483314037323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7147666811943054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.702843427658081},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6567685604095459},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6476874351501465},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6089593172073364},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5716941952705383},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4436185359954834},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44105106592178345},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.438351035118103},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3203730583190918}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-023-01108-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-023-01108-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W113059239","https://openalex.org/W269675895","https://openalex.org/W1980298600","https://openalex.org/W1986678144","https://openalex.org/W2026131661","https://openalex.org/W2075915611","https://openalex.org/W2090182207","https://openalex.org/W2326965785","https://openalex.org/W2346875348","https://openalex.org/W2591987426","https://openalex.org/W2612952973","https://openalex.org/W2900460291","https://openalex.org/W2900547346","https://openalex.org/W2906797549","https://openalex.org/W2945757489","https://openalex.org/W2953947325","https://openalex.org/W2991305957","https://openalex.org/W3018948480","https://openalex.org/W3035764154","https://openalex.org/W3092711260","https://openalex.org/W3183601421","https://openalex.org/W4210312870","https://openalex.org/W4224014209","https://openalex.org/W4224951362","https://openalex.org/W4280649903","https://openalex.org/W4281934002","https://openalex.org/W4293087581","https://openalex.org/W4309422508","https://openalex.org/W4320016105"],"related_works":["https://openalex.org/W2073883415","https://openalex.org/W2905156999","https://openalex.org/W3108206494","https://openalex.org/W4229460275","https://openalex.org/W2739726746","https://openalex.org/W4242380336","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4296079469","https://openalex.org/W2944292463"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
