Lecture 54 of 60Week 11
Lecture 54: Collaborative Filtering Based Recommender System
Prof. Mamata Jenamani · IIT Kharagpur
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- E-Business, IIT Kharagpur (at NPTEL)
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All the lectures
- Lecture 1 : Introduction
- Lecture 2 : Types of e-business transactions
- Lecture 3 : Business Models on the web
- Lecture 4 : Business Models on the web (cont.)
- Lecture 5 : Innovative E-Business models for Bricks and Mortar firms
- Lecture 6 : Inter and Intra Organizational Business Processes
- Lecture 7 : Information system foundations
- Lecture 8 : Types of business information system
- Lecture 9 : Decision support for the management
- Lecture 10 : Enterprise Resource planning
- Lecture 11 : Connecting with stakeholders
- Lecture 12 : E-procurement -Reengineering the traditional procurement process
- Lecture 13 : E-procurement -New paradigms in the procurement process
- Lecture 14 : E-procurement –e-procurement Implementation issues and risks
- Lecture 15 : Customer relationship management
- Lecture 16: E-Marketing
- Lecture 17: E-Marketing (Contd.)
- Lecture 18: Supply Chain Management – I -The Information flow
- Lecture 19: Supply Chain Management – II -integration
- Lecture 20: Supply Chain Management – III - interoperability
- Lecture 21: Supply Chain Management – IV -logistics and distribution
- Lecture 22: Supply Chain Management – V -E-Commerce supply chain
- Lecture 23: Components of E-Business Infrastructure
- Lecture 24: Internet and the Web
- Lecture 25: Networking resources
- Lecture 26: Hardware and software resources
- Lecture 27: Data resources
- Lecture 28: Security categories
- Lecture 29: Security terminologies
- Lecture 30: Digital signature
- Lecture 31: Protocols for security: TLS
- Lecture 32: Impact of security protocol on server performance
- Lecture 33 : Digital Payment systems
- Lecture 34 : Interoperability of information system
- Lecture 35 : Electronic data interchange (EDI)
- Lecture 36 : Fundamentals of web services
- Lecture 37 : Fundamentals of cloud based systems
- Lecture 38: Automatic data capture using RFID
- Lecture 39: Automatic data capture using RFID and its applications
- Lecture 40: Automatic data capture using RFID and its applications (Cont.)
- Lecture 41: GPS and GIS in supply chain
- Lecture 42: Sensors and IOT: Traceability Across the supply chain
- Lecture 43: Business Analytics and Big data
- Lecture 44 : Decision support Concepts
- Lecture 45 : Understanding the web log
- Lecture 46 : Understanding the web log-II
- Lecture 47 : Using the Web log : Web usage mining
- Lecture 48 : User behaviour modelling from web log
- Lecture 49 : User behaviour modelling from web log (Cont.)
- Lecture 50 : E-Business Capacity Planning
- Lecture 51 : E-Business Capacity Planning (Cont.)
- Lecture 52 : Introduction to Recommender System
- Lecture 53: Content Based Recommender System
- Lecture 54: Collaborative Filtering Based Recommender System
- Lecture 55: Association and Demographics Based Recommender System
- Lecture 56: Dynamic Pricing
- Lecture 57: Introduction to Auction
- Lecture 58: Economic Considerations in Auction
- Lecture 59: Winner Determination Problem
- Lecture 60: Online auction issues