{"id":"https://openalex.org/W3118899807","doi":"https://doi.org/10.1007/s10618-020-00725-5","title":"Detecting singleton spams in reviews via learning deep anomalous temporal aspect-sentiment patterns","display_name":"Detecting singleton spams in reviews via learning deep anomalous temporal aspect-sentiment patterns","publication_year":2021,"publication_date":"2021-01-02","ids":{"openalex":"https://openalex.org/W3118899807","doi":"https://doi.org/10.1007/s10618-020-00725-5","mag":"3118899807"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-020-00725-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-020-00725-5","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007148776","display_name":"Yassien Shaalan","orcid":"https://orcid.org/0000-0003-2115-823X"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yassien Shaalan","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2115-823X","affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021983750","display_name":"Xiuzhen Zhang","orcid":"https://orcid.org/0000-0001-5558-3790"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuzhen Zhang","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5558-3790","affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071422010","display_name":"Jeffrey Chan","orcid":"https://orcid.org/0000-0002-7865-072X"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jeffrey Chan","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7865-072X","affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019440770","display_name":"Mahsa Salehi","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mahsa Salehi","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007148776"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.8475,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91621972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"35","issue":"2","first_page":"450","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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":0.7474645376205444},{"id":"https://openalex.org/keywords/singleton","display_name":"Singleton","score":0.634408175945282},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5645915865898132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5516989827156067},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5486583709716797},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.530600905418396},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.515535831451416},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5050976872444153},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.473888099193573},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42992717027664185},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4053747355937958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7474645376205444},{"id":"https://openalex.org/C117354338","wikidata":"https://www.wikidata.org/wiki/Q1165112","display_name":"Singleton","level":3,"score":0.634408175945282},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5645915865898132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5516989827156067},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5486583709716797},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.530600905418396},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.515535831451416},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5050976872444153},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.473888099193573},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42992717027664185},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4053747355937958},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10618-020-00725-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-020-00725-5","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/27539016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27539016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W92454686","https://openalex.org/W189596042","https://openalex.org/W780263238","https://openalex.org/W965920791","https://openalex.org/W1517771839","https://openalex.org/W1544805753","https://openalex.org/W1554085250","https://openalex.org/W1598260899","https://openalex.org/W1689711448","https://openalex.org/W1853745982","https://openalex.org/W1880262756","https://openalex.org/W1909234690","https://openalex.org/W1979822054","https://openalex.org/W1996509985","https://openalex.org/W1999580159","https://openalex.org/W2001259128","https://openalex.org/W2001266526","https://openalex.org/W2001587475","https://openalex.org/W2002664886","https://openalex.org/W2016266039","https://openalex.org/W2032305183","https://openalex.org/W2040661907","https://openalex.org/W2044429219","https://openalex.org/W2061873838","https://openalex.org/W2064058256","https://openalex.org/W2064675550","https://openalex.org/W2072404118","https://openalex.org/W2073859568","https://openalex.org/W2079735306","https://openalex.org/W2092961325","https://openalex.org/W2096110600","https://openalex.org/W2096266510","https://openalex.org/W2100284713","https://openalex.org/W2105689297","https://openalex.org/W2106477703","https://openalex.org/W2108646579","https://openalex.org/W2112744748","https://openalex.org/W2113459411","https://openalex.org/W2124821580","https://openalex.org/W2125247664","https://openalex.org/W2127188028","https://openalex.org/W2127979711","https://openalex.org/W2129294185","https://openalex.org/W2129604374","https://openalex.org/W2130942839","https://openalex.org/W2136710010","https://openalex.org/W2140910804","https://openalex.org/W2142889610","https://openalex.org/W2143559571","https://openalex.org/W2145962650","https://openalex.org/W2149105075","https://openalex.org/W2153579005","https://openalex.org/W2154970197","https://openalex.org/W2155120841","https://openalex.org/W2159359879","https://openalex.org/W2159514277","https://openalex.org/W2160660844","https://openalex.org/W2160702998","https://openalex.org/W2160714905","https://openalex.org/W2166888604","https://openalex.org/W2187089797","https://openalex.org/W2189187207","https://openalex.org/W2250299341","https://openalex.org/W2250539671","https://openalex.org/W2250851590","https://openalex.org/W2250879510","https://openalex.org/W2251294039","https://openalex.org/W2251645975","https://openalex.org/W2251648804","https://openalex.org/W2265638863","https://openalex.org/W2265846598","https://openalex.org/W2278186031","https://openalex.org/W2282288858","https://openalex.org/W2294723619","https://openalex.org/W2296094432","https://openalex.org/W2296319761","https://openalex.org/W2296719434","https://openalex.org/W2394502881","https://openalex.org/W2402268235","https://openalex.org/W2465978385","https://openalex.org/W2479402257","https://openalex.org/W2535642622","https://openalex.org/W2591264712","https://openalex.org/W2591749048","https://openalex.org/W2591945600","https://openalex.org/W2604365077","https://openalex.org/W2604992511","https://openalex.org/W2736090641","https://openalex.org/W2736937187","https://openalex.org/W2743138268","https://openalex.org/W2757541972","https://openalex.org/W2768361200","https://openalex.org/W2782266118","https://openalex.org/W2785362611","https://openalex.org/W2786088545","https://openalex.org/W2786464815","https://openalex.org/W2786827964","https://openalex.org/W2788889673","https://openalex.org/W2795444186","https://openalex.org/W2803446235","https://openalex.org/W2807998075","https://openalex.org/W2809567641","https://openalex.org/W2896457183","https://openalex.org/W2902455138","https://openalex.org/W2921108480","https://openalex.org/W2949547296","https://openalex.org/W2949688312","https://openalex.org/W2949957935","https://openalex.org/W2955792000","https://openalex.org/W2962739339","https://openalex.org/W2963337756","https://openalex.org/W2963345431","https://openalex.org/W2963659720","https://openalex.org/W2963959132","https://openalex.org/W2964164368","https://openalex.org/W2966559104","https://openalex.org/W3023367181","https://openalex.org/W3098653001","https://openalex.org/W3098957257","https://openalex.org/W3099531031","https://openalex.org/W3106543020","https://openalex.org/W3124804010","https://openalex.org/W4211186029","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W4310034804","https://openalex.org/W3008173435","https://openalex.org/W3192794374","https://openalex.org/W4213225422","https://openalex.org/W3044458868","https://openalex.org/W2968586400","https://openalex.org/W4360986142","https://openalex.org/W2942650110","https://openalex.org/W3160464195","https://openalex.org/W4362613237"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
