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Day-Three of Five Days Online FDP on “Research Challenges and Trends in Information Technology”

06-Aug-2020
Day-Three of Five Days Online FDP on “Research Challenges and Trends in Information Technology”

Day-Three of the FDP had two sessions:
Session-1
This session was facilitated by Dr. Sumith N., Asst. Professor, Senior Scale, Dept. of ICT, MIT-Manipal. She has a work and research experience of 14 years. Her areas of interest are Algorithms, Data analytics, Social Networks, Remote Sensing Data, and Cyber Physical System.
The Agenda was focused on Deep Learning Technologies for Healthcare.
Highlights of the Session:
• Importance of Healthcare in Research areas in order to prevent and treat diseases
• Introduction & History of Deep Learning
• Deep Learning use cases: Gaming, Image Recognition, Speech Processing, Healthcare
• Deep Learning in Healthcare: Imaging Analytics & Diagnostics, Natural Language Processing, Drug Discovery & Precision Medicine, Clinical Decision Support & Predictive analytics, Alzheimer’s Disease & Genetics
Session-2
This session was facilitated by Dr. Shreyas Rao, Assoc. Professor, Dept. of Computer Science & Engineering at Sahyadri. Dr. Shreyas has 16+ years of experience in IT, Teaching, and Research domains. His research interests include Semantic Web, linked open data, crowd sourcing, knowledge engineering, and web services.
The Agenda was focused on Research trends and future of Semantics web.
Highlights of the Session:
• Evolution of Web
• Introduction, Structure, popular upper Ontologies, Domain-specific Ontologies of Semantic web
• Semantic Web applications: Linked Open Data (LOD) Cloud, DBPedia, Semantic Scholar
• Tools used & survey of research on Semantic web
• Research areas in Semantic Web: Knowledge representation reasoning & processing, Matching aligning & mapping vocabularies, Data management & challenges of Bigdata, Semantics in ensuring security, trust & privacy
• Research trends & opportunities: Changes in schema & data format, Semantic Web of Thing(SWOT), Semantic Search Engines, Semantic Interlinking / working on algorithms for pattern matching, End to End Semantic applications
• Journals for Paper Publications in (Scopus/SCI Indexed).

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