Cyberspace of Shujun LI

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Shujun's Publications

e-Data and Data Analytics Services: Zenodo Figshare Dryad DataCite Wolfram Data Repository The GDELT Project: A Global Database of Society data.world Global Open Data Index (Open Knowledge) Sunlight Foundation data.europa.eu JRC (Joint Research Centre) Data Catalogue UK Data Service data.police.uk Police Foundation’s Public Safety Open Data Portal mldata (machine learning data set repository) MLcomp datasets UCI Machine Learning Repository Kaggle KNIME Google Dataset Search Google Public Data Explorer Common Crawl People Data Labs (Free Company Dataset, Largest US Employers by Metro Dataset, Free Job Title Dataset, Free Engineering Skills Dataset) Awesome Public Datasets University Domains and Names Data List & API emotion icon 数据堂 emotion icon informationisbeautiful.net DataSift DataGenetics Informatica Corporation Splunk Inc. Tableau Software Social Media Analysis Toolkit (SMAT) (GitLab) Newspaper3k: Article scraping & curation Otter.ai Trint Scrintal emotion icon DBpedia (DBpedia Databus; DBpedia Archivo; DBpedia MARVIN Release Bot; DBpedia Information Extraction Framework; DBpedia Forum; DBpedia Spotlight) BabelNet (Babelfy) Dexter, an Open Source Framework for Entity Linking
Personal Data Management Platforms: MyData Global Solid HAT (Hub-of-All-Things) (HATDeX - HAT Data Exchange Ltd, HAT Community Foundation (HCF), HAT Accelerator, Documentation for Developers) digi.me DataBox Project Aircloak openPDS/SafeAnswers: Personal Data with Privacy

False Information

Organizations, Tools and Resources: Journalism, 'Fake News' and Disinformation: A Handbook for Journalism Education and Training (UNESCO) Combating the disinfodemic: Working for truth in the time of COVID-19 (UNESCO) Combating the Disinfodemic: Working for truth in the time of COVID-19 (UNESCO and UNITAR Divisions for Multilateral Diplomacy and Prosperity's mobile e-learning course) WHO's Information Network for Epidemics (EPI-WIN) W3C Credible Web Community Group (Github, Credible Web CG Area-2 (Corroboration-Based Strategies)) International Center for Journalists (ICFJ) (A Short Guide to the History of ‘Fake News’ and Disinformation: A New ICFJ Learning Module) EU DisinfoLab emotion icon Google News Initiative (GNI) (Digital News Innovation (DNI) Fund, GNI Innovation Challenges) WikiCred Truth Decay @ RAND (Fighting Disinformation Online: A Database of Web Tools) NewsGuard (Firefox extension - NewsGuard, Google Chrome extension - NewsGuard, Firefox extension - HealthGuard, Android app - NewsGuard; COVID-19 Misinformation Resources, Coronavirus Misinformation Tracking Center) CheckStep misinformation datasets @ data.world FakeNewsTracker Google Fact Check (Google Fact Check Tools API, Google Fact Check Explorer, Google Fact Check Markup Tool) Twitter Birdwatch Fact-check Feed @ fact.pubmedia.us SMAT: The Social Media Analysis Toolkit Verifi! News Landscape (NELA) Toolkit Media Manipulation Casebook Fact-checking organizations with FACTS-NFT 台灣事實查核中心 (Taiwan FactCheck Center) Lead Stories emotion icon Full Fact First Draft Media Bias/Fact Check (MBFC) Science Media Centre MisinfoCon Credibility Coalition Fake News Challenge (FNC) (Stance Detection dataset for FNC-1) Poynter Institute (International Fact-Checking Network - IFCN, IFCN Code of Principles; #CoronaVirusFacts Alliance, CoronaVirusFacts/DatosCoronaVirus Alliance Database) Fairness & Accuracy In Reporting (FAIR) Content Authenticity Initiative (CAI) Project Origin: Protecting Trusted Media Coalition for Content Provenance and Authenticity (C2PA) BBC Disinformation Watch BBC Reality Check FactCheck @ Channel 4 News Fact check @ The Ferret The Reporters' Lab (Fact-Checking, The Duke Tech & Check Cooperative, ClaimReview) Truth or Fiction Check Your Fact FactsCan AFP Fact Check Africa Check Bad News game Go Viral! emotion icon Snopes TruthOrFiction.com FactCheck.org PolitiFact Global Disinformation Index (GDI) Suggest Fact Checker @ The Washington Post Hoax-Slayer COVID-19 Misinformation Newsletter @ Programme on Democracy and Technology (DemTech), Oxford University Prism Metanews (Anti-Misinformation Resources: The Catalog) emotion icon Factmata AuCoDe Arkose Labs (Fake Reviews, Fake Users) Lie Detectors Fakespot ReviewMeta TheReviewIndex Masterpiece Generator Tweetgen fake-resume-generator

Multimedia False Information: Awesome Deepfakes fake-face-detection: some collected paper and personal notes relevant to Fake Face Detetection DeepFake-o-meter: An open platform integrating state-of-the-art DeepFake detection methods StyleGAN StyleGAN2 StyleGAN2-ADA (Official TensorFlow implementation) StyleGAN2-ADA (Official PyTorch implementation) DeepFaceLab DeepFaceLive This Person Does Not Exist thiscatdoesnotexist.com thishorsedoesnotexist.com thisartworkdoesnotexist.com thischemicaldoesnotexist.com thesecatsdonotexist.com thisanimedoesnotexist.ai thisponydoesnotexist.net thiswaifudoesnotexist.net whichfaceisreal.com spotdeepfakes.org generated.photos (datasets, face fenerator, free generated photos) DeepFaceDrawing: Deep Generation of Face Images from Sketches (SIGGRAPH 2020) (DeepFaceDrawing-Jittor @ GitHub) DeepNude-an-Image-to-Image-technology pix2pix: Image-to-Image Translation with Conditional Adversarial Nets (CVPR 2017) (CycleGAN and pix2pix in PyTorch @ GitHub, original code @ GitHub, Christopher Hesse's interactive demo) Deepware Scanner (GitHub) Flickr-Faces-HQ Dataset (FFHQ) Adversarial Deepfakes (WACV 2021) DefakeHop (ICME 2021) DeepFaceLab Faceswap (GitHub) MyFakeApp (based on Faceswap) ZAO App Reface App WOMBO Botika MyVoiceYourFace.com Virtual Humans FaceForensics Benchmark Partnership on AI's AI and Media Integrity Steering Committee (Deepfake Detection Challenge = DFDC) WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Celeb-DF (v2): A New Dataset for DeepFake Forensics (CVPR 2020) (GitHub) KoDF: A Large-scale Korean DeepFake Detection Dataset (CVPR 2021) CoMoFoD - Image Database for Copy-Move Forgery Detection Copy-Move Forgery Database with Similar but Genuine Objects (COVERAGE) Truthmark GANDCTAnalysis
MKLab-ITI's image-verification-corpus Assembler (Google's project) A corpus of debunked and verified user-generated videos (Online Information Review 2019) Fake-EmoReact 2021 Challenge @ SocialNLP 2021 EmotionGIF 2020 Challenge @ SocialNLP 2020 Truepic

Other Research Related: WeVerify GATE (General Architecture for Text Engineering) PHEME project PAN (a series of scientific events and shared tasks on digital text forensics and stylometry) emotion icon CLEF2020 CheckThat! Lab (Enabling Automatic Identification and Verification of Claims in Social Media) CLEF2019 CheckThat! Lab CLEF2018 CheckThat! Lab FEVER Datasets (scientific claims) ClaimBuster: Automated Live Fact-checking (ClaimPortal, ICWSM 2020 dataset) Claim Detection in Social Media via Fusion of Transformer and Syntactic Features (CLEF CheckThat! 2020) ClaimsKG claim-rank (RANLP 2017) Claim Extraction for Scientific Publications SciFact (GitHub) Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness (MAISoN'2020 @ CIKM'2020) entity-fishing - Entity Recognition and Disambiguation Full Fact's Fast & Furious Fact Check Challenge (2016) emotion icon Iffy.news (Iffy Index of Unreliable Sources, Wayback Workshop) OSoMe (Observatory on Social Media) @ Network Science Institute (IUNI), Center for Complex Networks and Systems Research (CNetS), Indiana University (Tools and Datasets: Hoaxy®, Fakey, Botometer, BotSlayer, CoVaxxy, EchoDemo) emotion icon Graph-based Fraud Detection Papers and Resources VoterFraud2020 (@ GitHub, @ Fighshare) FakeNewsNet Maciej Szpakowski's Fake News Corpus Fakeddit (GitHub) Credibilator (Google Chrome extension) Dichotomies of Disinformation LOCO: the 88-million word language of conspiracy corpus (2021) Avax (anti-vaccine) tweets dataset (2021) The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? (SIGIR 2020 + ECIR 2020 + CIKM 2020) ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research (CIKM 2020) FakeCovid: Fact Checked data for COVID-19 (ICWSM 2020 workshop) Dataset for COVID-19 Misinformation on Twitter (2020) CHECKED: Chinese COVID-19 Fake News Dataset (2020) Factuality and Bias Prediction of News Media (ACL 2020 + EMNLP 2018) FakeHealth repository (ICWSM 2020) FiveThirtyEight's dataset of 3 million Russian troll tweets Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board (ICWSM 2020) Learning from Fact-checkers (SIGIR 2019) The Rise of Guardians (SIGIR 2018) LIAR-PLUS fake news databse (FEVER 2018) LIAR fake news databse (ACL 2017) CREDBANK-data (ICWSM 2015) emotion icon 中文谣言数据 (中国科学: 信息科学 2015)

Information Visualization

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Tools: GetOldTweets-python GetOldTweets-java GetOldTweets3
Data: COVID-19 @ Aminer (COVID-19 Open Datasets, dashboard)

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