{"id":"https://openalex.org/W3213065163","doi":"https://doi.org/10.1007/s11036-021-01847-w","title":"TA-BiLSTM: An Interpretable Topic-Aware Model for Misleading Information Detection in Mobile Social Networks","display_name":"TA-BiLSTM: An Interpretable Topic-Aware Model for Misleading Information Detection in Mobile Social Networks","publication_year":2021,"publication_date":"2021-11-10","ids":{"openalex":"https://openalex.org/W3213065163","doi":"https://doi.org/10.1007/s11036-021-01847-w","mag":"3213065163","pmid":"https://pubmed.ncbi.nlm.nih.gov/40478107"},"language":"en","primary_location":{"id":"doi:10.1007/s11036-021-01847-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11036-021-01847-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11036-021-01847-w.pdf","source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"Mobile Networks and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11036-021-01847-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002784990","display_name":"Shuyu Chang","orcid":"https://orcid.org/0000-0003-0771-2556"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Chang","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100706529","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0001-9350-3667"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088237102","display_name":"Haiping Huang","orcid":"https://orcid.org/0000-0002-4392-3599"},"institutions":[{"id":"https://openalex.org/I4210153300","display_name":"Shanghai Research Center for Wireless Communications","ror":"https://ror.org/04xfd0826","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210153300"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiping Huang","raw_affiliation_strings":["Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing, 210003 Jiangsu China","Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing, 210003, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-4392-3599","affiliations":[{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing, 210003 Jiangsu China","institution_ids":["https://openalex.org/I4210153300"]},{"raw_affiliation_string":"Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing, 210003, Jiangsu, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038923039","display_name":"Luo Jian","orcid":"https://orcid.org/0000-0002-7034-6459"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Luo","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003 Jiangsu China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, 210003, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088237102"],"corresponding_institution_ids":["https://openalex.org/I4210153300"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.3901,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70480226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":"6","first_page":"2298","last_page":"2314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9628971815109253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8765928745269775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5239593982696533},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4593077600002289},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45254090428352356},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.43899279832839966},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36714109778404236},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36613038182258606}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9628971815109253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8765928745269775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5239593982696533},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4593077600002289},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45254090428352356},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.43899279832839966},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36714109778404236},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36613038182258606},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11036-021-01847-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11036-021-01847-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11036-021-01847-w.pdf","source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"Mobile Networks and Applications","raw_type":"journal-article"},{"id":"pmid:40478107","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40478107","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile networks and applications : MONET","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8577966","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8577966","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Netw Appl","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11036-021-01847-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11036-021-01847-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11036-021-01847-w.pdf","source":{"id":"https://openalex.org/S192894947","display_name":"Mobile Networks and Applications","issn_l":"1383-469X","issn":["1383-469X","1572-8153"],"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":"Mobile Networks and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1546623175","display_name":"\u9762\u5411\u6cdb\u5728\u5f31\u7ec8\u7aef\u7684\u611f\u63a7\u7f51\u7edc\u591a\u7ef4\u5ea6\u5747\u8861\u5316\u6280\u672f\u7814\u7a76","funder_award_id":"61872194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1704215286","display_name":"\u57fa\u4e8e\u8054\u76df\u94fe\u7684\u667a\u6167\u533b\u7597\u6570\u636e\u5b89\u5168\u5171\u4eab\u4e0e\u9690\u79c1\u4fdd\u62a4\u673a\u5236\u7814\u7a76","funder_award_id":"62072252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G287408821","display_name":null,"funder_award_id":"62102192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4124719458","display_name":null,"funder_award_id":"61872194","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4860125115","display_name":null,"funder_award_id":"62072252","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5649955110","display_name":null,"funder_award_id":"2018YFB0803403","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8122352383","display_name":null,"funder_award_id":"2018YFB0803403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8369219007","display_name":null,"funder_award_id":"2019YFB2101704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8776636448","display_name":null,"funder_award_id":"2019YFB2101704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3213065163.pdf","grobid_xml":"https://content.openalex.org/works/W3213065163.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1585160083","https://openalex.org/W1880262756","https://openalex.org/W1902237438","https://openalex.org/W2038043464","https://openalex.org/W2064675550","https://openalex.org/W2070493638","https://openalex.org/W2101919228","https://openalex.org/W2103587173","https://openalex.org/W2106784859","https://openalex.org/W2153635508","https://openalex.org/W2160536005","https://openalex.org/W2212660284","https://openalex.org/W2250539671","https://openalex.org/W2344246423","https://openalex.org/W2470673105","https://openalex.org/W2493916176","https://openalex.org/W2529305948","https://openalex.org/W2542192908","https://openalex.org/W2562607067","https://openalex.org/W2569999341","https://openalex.org/W2597366411","https://openalex.org/W2626778328","https://openalex.org/W2798932540","https://openalex.org/W2800869061","https://openalex.org/W2836265996","https://openalex.org/W2900063223","https://openalex.org/W2906797549","https://openalex.org/W2910187679","https://openalex.org/W2911964244","https://openalex.org/W2937054116","https://openalex.org/W2950133940","https://openalex.org/W2952478253","https://openalex.org/W2952576857","https://openalex.org/W2952861497","https://openalex.org/W2963667932","https://openalex.org/W2963746531","https://openalex.org/W2963773425","https://openalex.org/W2966434009","https://openalex.org/W2968448816","https://openalex.org/W2968713397","https://openalex.org/W2970278082","https://openalex.org/W2996361803","https://openalex.org/W3012912556","https://openalex.org/W3034770463","https://openalex.org/W3035332461","https://openalex.org/W3085162807","https://openalex.org/W3085780071","https://openalex.org/W3089727447","https://openalex.org/W3090865871","https://openalex.org/W3103290191","https://openalex.org/W3103380855","https://openalex.org/W3105792887","https://openalex.org/W3118879517","https://openalex.org/W3137672894","https://openalex.org/W4205767499","https://openalex.org/W4300117366"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}