{"id":"https://openalex.org/W4406081181","doi":"https://doi.org/10.1007/s13278-024-01396-6","title":"Exploring the role of sentiment analysis with network and temporal features for finding influential users in social media platforms","display_name":"Exploring the role of sentiment analysis with network and temporal features for finding influential users in social media platforms","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4406081181","doi":"https://doi.org/10.1007/s13278-024-01396-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-024-01396-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-024-01396-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-024-01396-6.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-024-01396-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012482135","display_name":"Umar Ishfaq","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umar Ishfaq","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073826651","display_name":"Hikmat Ullah Khan","orcid":"https://orcid.org/0000-0002-8178-6652"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]},{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Hikmat Ullah Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan","Department of Information Technology, University of Sargodha, Sargodha, 40100, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Information Technology, University of Sargodha, Sargodha, 40100, Pakistan","institution_ids":["https://openalex.org/I160968435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088992812","display_name":"Danial Shabbir","orcid":"https://orcid.org/0009-0004-2628-8783"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Danial Shabbir","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Wah Cantt, 47010, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073826651"],"corresponding_institution_ids":["https://openalex.org/I16076960","https://openalex.org/I160968435"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":9.1516,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98273199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.9086997509002686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7537140846252441},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7274771332740784},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6662659049034119},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5528587102890015},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5130242705345154},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4511815011501312},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4264741539955139},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3965468406677246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39553290605545044},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3869541585445404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35569119453430176},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12286487221717834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11565849184989929}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.9086997509002686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7537140846252441},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7274771332740784},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6662659049034119},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5528587102890015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5130242705345154},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4511815011501312},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4264741539955139},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3965468406677246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39553290605545044},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3869541585445404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35569119453430176},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12286487221717834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11565849184989929},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-024-01396-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-024-01396-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-024-01396-6.pdf","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":{"id":"doi:10.1007/s13278-024-01396-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-024-01396-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-024-01396-6.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406081181.pdf","grobid_xml":"https://content.openalex.org/works/W4406081181.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W595863337","https://openalex.org/W1972591816","https://openalex.org/W1991293639","https://openalex.org/W1999565474","https://openalex.org/W2058649378","https://openalex.org/W2068109473","https://openalex.org/W2099813784","https://openalex.org/W2119075126","https://openalex.org/W2127048411","https://openalex.org/W2151470713","https://openalex.org/W2170688845","https://openalex.org/W2175055213","https://openalex.org/W2202271862","https://openalex.org/W2278142357","https://openalex.org/W2292851029","https://openalex.org/W2344482722","https://openalex.org/W2405756019","https://openalex.org/W2553923240","https://openalex.org/W2566971417","https://openalex.org/W2607997116","https://openalex.org/W2609596385","https://openalex.org/W2744878627","https://openalex.org/W2751401576","https://openalex.org/W2783215559","https://openalex.org/W2794537017","https://openalex.org/W2809197734","https://openalex.org/W2892175958","https://openalex.org/W2900941345","https://openalex.org/W2903442380","https://openalex.org/W2903571837","https://openalex.org/W2912193172","https://openalex.org/W2913425789","https://openalex.org/W2925285378","https://openalex.org/W2935834666","https://openalex.org/W2946555093","https://openalex.org/W2963568110","https://openalex.org/W2967703951","https://openalex.org/W2969750422","https://openalex.org/W2974664996","https://openalex.org/W3003240653","https://openalex.org/W3013341224","https://openalex.org/W3017389197","https://openalex.org/W3033706928","https://openalex.org/W3035451130","https://openalex.org/W3036023595","https://openalex.org/W3093594645","https://openalex.org/W3102590789","https://openalex.org/W3102641634","https://openalex.org/W3117446924","https://openalex.org/W3122508723","https://openalex.org/W3129433809","https://openalex.org/W3135327446","https://openalex.org/W3150854448","https://openalex.org/W3157013114","https://openalex.org/W3167681953","https://openalex.org/W3173046598","https://openalex.org/W3186508998","https://openalex.org/W3195697216","https://openalex.org/W4206559299","https://openalex.org/W4236328332","https://openalex.org/W4242781808","https://openalex.org/W4251851119","https://openalex.org/W4256046779","https://openalex.org/W4298148459","https://openalex.org/W4306809823"],"related_works":["https://openalex.org/W2111828149","https://openalex.org/W2775281403","https://openalex.org/W2525684585","https://openalex.org/W1663961612","https://openalex.org/W2126991419","https://openalex.org/W4386562244","https://openalex.org/W2611574733","https://openalex.org/W2120116197","https://openalex.org/W2017965876","https://openalex.org/W3018634478"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}