{"doi":"10.1002/9781119842286.ch12","title":"Data‐Driven Approches for Fake News Detection on Social Media Platforms","abstract":null,"journal":"Object Detection by Stereo Vision Images","year":2022,"id":592883,"datarank":0.12080565146901906,"base_score":0.6931471805599453,"endowment":0.6931471805599453,"self_citation_contribution":0.10397207708399181,"citation_network_contribution":0.016833574385027243,"self_endowment_contribution":0.10397207708399181,"citer_contribution":0.016833574385027243,"corpus_percentile":null,"corpus_rank":null,"citation_count":1,"citer_count":1,"citers_with_citation_signal":1,"citers_with_endowment":1,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1517262,"name":"Sanjeev J. Wagh","orcid":null,"position":1,"is_corresponding":false},{"id":1517261,"name":"Pradnya Patil","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Data‐Driven Approches for Fake News Detection on Social Media Platforms","abstract":"In recent years, evolution in social media platforms enabled peoples usage of social media applications extensively to connect with others and communities. Nowadays, it is very easy and quick to connect with anywhere in the world and share piece of information to individuals and group of people with ease of use. Thus, increase in sharing of information or news on social media becomes challenging for social media users to distinguish between what is real and fake information or news that reached them. Social media users certainly trusts that whatsoever news or information coming social media is true, but sometimes, its misinformation had spread with some intentions. Fake news is defined as spread of misinformation with some purpose to mislead people. Recently, such incidents of fake news have been rapidly increased across globe and that are causing tension in society and affecting millions of social media users. Nowadays, data-driven analysis approach is used progressively in numerous decision-making processes. Similarly, it can be also used for detection of fake news on social media platforms, so that fake news can be detected easily as earliest and its lateral movement can be controlled before reaching it to millions of users. Hence, it is important to have system that will be helpful for social media users and communities to identify fake news.","is_dataset_classified":null,"base_score":0.6931471805599453,"endowment":0.6931471805599453,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"26657633","pmcid":null,"openalex_id":"https://openalex.org/W4292887556","authors":[],"funders":[],"total_grants":0,"fwci":null,"citation_percentile":null,"influential_citations":0,"citation_trend":[{"year":2023,"count":1}],"oa_status":"closed","license":"http://doi.wiley.com/10.1002/tdm_license_1.1","oa_locations":[{"url":"https://onlinelibrary.wiley.com/doi/pdf/10.1002/9781119842286.ch12","host_type":"publisher"},{"url":"https://doi.org/10.1002/9781119842286.ch12","host_type":""}],"fields_of_study":["Misinformation and Its Impacts","Spam and Phishing Detection","Advanced Malware Detection Techniques"],"mesh_terms":[],"keywords":["Misinformation","Social media","Internet privacy","Fake news","Globe","Computer science","Advertising","Political science","World Wide Web","Business","Psychology","Computer security"],"sdg_mappings":[{"sdg_number":0,"sdg_label":"Peace, Justice and strong institutions"}],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-07-26T16:03:19.232043Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}