{"id":"https://openalex.org/W3145559346","doi":"https://doi.org/10.1007/s42001-021-00114-y","title":"Fake reviews classification using deep learning ensemble of shallow convolutions","display_name":"Fake reviews classification using deep learning ensemble of shallow convolutions","publication_year":2021,"publication_date":"2021-03-27","ids":{"openalex":"https://openalex.org/W3145559346","doi":"https://doi.org/10.1007/s42001-021-00114-y","mag":"3145559346"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-021-00114-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2725","issn":["2432-2725","2432-2717"],"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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5064366687","display_name":"Muhammad Saad Javed","orcid":null},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Saad Javed","raw_affiliation_strings":["National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068733133","display_name":"Hammad Majeed","orcid":"https://orcid.org/0000-0002-7770-5899"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hammad Majeed","raw_affiliation_strings":["National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001939964","display_name":"Hasan Mujtaba","orcid":null},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hasan Mujtaba","raw_affiliation_strings":["National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057413825","display_name":"Mirza Omer Beg","orcid":"https://orcid.org/0000-0001-5789-2933"},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mirza Omer Beg","raw_affiliation_strings":["National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"National University of Computer and Emerging Sciences, A.K Brohi Road, Sector H-11/4, Islamabad, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890,"provenance":"doaj"},"apc_paid":null,"fwci":9.784,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.999982,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"4","issue":"2","first_page":"883","last_page":"902"},"is_retracted":false,"is_paratext":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/T11147","display_name":"Misinformation and Its Impacts","score":0.9987,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9978,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/feature","display_name":"Feature (linguistics)","score":0.53241825},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.50748676},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature Engineering","score":0.4539764},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4253812},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble Learning","score":0.41569364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78648835},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5947885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59307724},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5450984},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.53241825},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.50748676},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4539764},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.45077586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4336622},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4253812},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.42436424},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.41569364},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.40961465},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35036778},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-021-00114-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2725","issn":["2432-2725","2432-2717"],"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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.45,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2047756776","https://openalex.org/W2103305545","https://openalex.org/W2105689297","https://openalex.org/W2154359981","https://openalex.org/W2296094432","https://openalex.org/W2508320715","https://openalex.org/W2561920916","https://openalex.org/W2575359483","https://openalex.org/W2579280245","https://openalex.org/W2618063639","https://openalex.org/W2742869193","https://openalex.org/W2792502426","https://openalex.org/W2804338221","https://openalex.org/W2805900376","https://openalex.org/W2810796800","https://openalex.org/W2886748582","https://openalex.org/W2890842468","https://openalex.org/W2901949782","https://openalex.org/W2909597359","https://openalex.org/W2949957935","https://openalex.org/W2954996676","https://openalex.org/W2962739339","https://openalex.org/W2963626623","https://openalex.org/W2964207259","https://openalex.org/W3005736358","https://openalex.org/W3005923092","https://openalex.org/W3036524591","https://openalex.org/W3113442460","https://openalex.org/W3119335648","https://openalex.org/W3122276068","https://openalex.org/W3126005225","https://openalex.org/W3149333162","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4390421161","https://openalex.org/W4286432911","https://openalex.org/W3134737443","https://openalex.org/W3119513105","https://openalex.org/W2912503608","https://openalex.org/W2911655849","https://openalex.org/W2785740378","https://openalex.org/W2773312050","https://openalex.org/W2726375170","https://openalex.org/W2590462354"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3145559346","counts_by_year":[{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":2}],"updated_date":"2025-01-06T12:54:53.528356","created_date":"2021-04-13"}