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Data Science, Big Data and AI at AIISC

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Panel on Data Science with emphasis on possible synergies with research in higher educational institutions in India.

Details at: https://vaibhav.gov.in/v6.php#Schedule
V6H2S1: Vision of Data Sciences

Panel on Data Science with emphasis on possible synergies with research in higher educational institutions in India.

Details at: https://vaibhav.gov.in/v6.php#Schedule
V6H2S1: Vision of Data Sciences

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Data Science, Big Data and AI at AIISC

  1. 1. Data Science, Big Data and AI at AIISC Vaibhav Summit Panel on Vision of Data Science [Oct2020, https://vaibhav.gov.in/v6.php] Amit Sheth Director, Artificial Intelligence Institute of UofSC (#AIISC, aiisc.ai)
  2. 2. AIISC AMIT SHETH • First university-wide AI Inst in US SE • Core research on AI topics such as knowledge infused learning, neuro- symbolic and brain-inspired (semantic-cognitive-perceptual) computing, collaborative & conversational agents • Translational research with nearly all colleges at UofSC: clinical/dHealth, public health, epidemiology, pharma, nursing, disasters/epidemic, smart manufacturing, education • More at: http://j.mp/AII0720 • Founding director of AIISC • Fellow of IEEE, AAAI and AAAS • (co)founded 4 companies, h-index 106, Graduated 30 excellent PhDs • Advisor to BITS-Goa AI Center, MoUs and active research/ exchanges with many Indian institutions Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20202
  3. 3. SAMPLE DATA SCIENCE (BIG DATA+AI) PROJECTS • DisasterRecord: Real-time, multimodal (social media text/images, satellite/drone imagery, relevant databases, ontologies/knowledge graphs) disaster management [Chennai] • kHealth/kBOT: Augmented Personalized Health with mobile app/virtual health assistant [Chronic health: Asthma, Mental Health, Nutrition, …] • Drug Abuse, Addiction, Depression [>100M posts] • Smart Manufacturing, Education [Jio- Embibe], dHealth • COVID-19: Public Health Study: Semantic Analysis of Social Media and New Big Data to understanding COVID-19's impact on mental health, addiction and gender-based violence [>1.2B tweets] • COVID19: Epidemiology Study with Exogenous Factors [India- 3 states] • Health-e Gamecock COVID-19 Daily Symptom Monitoring mHealth App/Chatbot See: http://wiki.aiisc.ai/index.php/Covid19 Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20203
  4. 4. REAL-TIME MULTIMODAL DISASTER MANAGEMENT Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20204 https://youtu.be/LuTqBxiIIZchttp://wiki.aiisc.ai/index.php/DisasterRecord
  5. 5. PUBLIC HEALTH STUDY: SEMANTIC ANALYSIS OF SOCIAL MEDIA & NEWS BIG DATA TO UNDERSTANDING COVID-19'S IMPACT ON MENTAL HEALTH, ADDICTION Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20205 http://wiki.aiisc.ai/index.php/Covid19 https://youtu.be/XzYrn0PEzNk
  6. 6. COVID19: EPIDEMIOLOGY STUDY WITH EXOGENOUS FACTORS Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20206 https://youtu.be/LX2mQuDOd_shttp://wiki.aiisc.ai/index.php/Covid19
  7. 7. VIRTUAL ASSISTANTS/CONVERSATIONAL AI 7 Virtual Health Assistant: COVID-10 symptoms Pediatric Asthma Nutrition Mental Health and several more Education Assistant: (Personalized learning) http://wiki.aiisc.ai/index.php/KHealth_Chatbots https://youtu.be/oZCaM7rhJAg
  8. 8. EXAMPLE PROJECTS/OPPORTUNITIES IN INDIAN CONTEXT Practically any project where data (sensor, social, literature, survey, EMR,…). Access to domain knowledge preferred. • Public Health • Personal/digital Health • Epidemiology • Disaster Management • Smart Manufacturing • Education Many internships. Amit Sheth – Vision of Data Science @ Vaibhav, 8 Oct 20208

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