{"id":"https://openalex.org/W4205228266","doi":"https://doi.org/10.1007/978-3-030-93413-2_19","title":"Influence Maximization in Complex Networks Through Supervised Machine Learning","display_name":"Influence Maximization in Complex Networks Through Supervised Machine Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4205228266","doi":"https://doi.org/10.1007/978-3-030-93413-2_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93413-2_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93413-2_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5004382714","display_name":"Owais A. Hussain","orcid":"https://orcid.org/0000-0002-5449-1867"},"institutions":[{"id":"https://openalex.org/I103583917","display_name":"Karachi Institute of Economics and Technology","ror":"https://ror.org/02sdmkj94","country_code":"PK","type":"education","lineage":["https://openalex.org/I103583917"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Owais A. Hussain","raw_affiliation_strings":["Karachi Institute of Economics and Technology, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karachi Institute of Economics and Technology, Karachi, Pakistan","institution_ids":["https://openalex.org/I103583917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012668494","display_name":"Faraz Zaidi","orcid":"https://orcid.org/0000-0003-4730-4135"},"institutions":[{"id":"https://openalex.org/I134784518","display_name":"Institute of Business Administration Karachi","ror":"https://ror.org/03egfpm06","country_code":"PK","type":"education","lineage":["https://openalex.org/I134784518"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Faraz Zaidi","raw_affiliation_strings":["Institute of Business Administration, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Business Administration, Karachi, Pakistan","institution_ids":["https://openalex.org/I134784518"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8836,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94436416,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9853000044822693,"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/heuristics","display_name":"Heuristics","score":0.7974228262901306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.725751519203186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6139207482337952},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5800133943557739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5691713094711304},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5546226501464844},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5362789630889893},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.5198526978492737},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4907175302505493},{"id":"https://openalex.org/keywords/evolving-networks","display_name":"Evolving networks","score":0.44002485275268555},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.42606621980667114},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.4174252450466156},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.27101367712020874},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21600103378295898},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08152297139167786}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7974228262901306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.725751519203186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6139207482337952},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5800133943557739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5691713094711304},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5546226501464844},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5362789630889893},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.5198526978492737},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4907175302505493},{"id":"https://openalex.org/C36647736","wikidata":"https://www.wikidata.org/wiki/Q5418752","display_name":"Evolving networks","level":3,"score":0.44002485275268555},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.42606621980667114},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.4174252450466156},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27101367712020874},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21600103378295898},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08152297139167786},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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:10.1007/978-3-030-93413-2_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93413-2_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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":27,"referenced_works":["https://openalex.org/W1567923358","https://openalex.org/W1854214752","https://openalex.org/W1967385589","https://openalex.org/W2020622546","https://openalex.org/W2032342806","https://openalex.org/W2040763707","https://openalex.org/W2042123098","https://openalex.org/W2047486948","https://openalex.org/W2050401089","https://openalex.org/W2059556222","https://openalex.org/W2061820396","https://openalex.org/W2073926352","https://openalex.org/W2112090702","https://openalex.org/W2130790725","https://openalex.org/W2141403143","https://openalex.org/W2142371631","https://openalex.org/W2152284345","https://openalex.org/W2153635508","https://openalex.org/W2160938187","https://openalex.org/W2295598076","https://openalex.org/W2394930177","https://openalex.org/W2470757901","https://openalex.org/W2900776775","https://openalex.org/W2911964244","https://openalex.org/W3103657871","https://openalex.org/W3104219039","https://openalex.org/W4237036574"],"related_works":["https://openalex.org/W2905254195","https://openalex.org/W2558516130","https://openalex.org/W2951154511","https://openalex.org/W2941755003","https://openalex.org/W4288364202","https://openalex.org/W1984069252","https://openalex.org/W3097749945","https://openalex.org/W2328633092","https://openalex.org/W4205228266","https://openalex.org/W2914748282"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}