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Artificial Intelligence and Data Science in Recommendation System: Current Trends, Technologies and Applications
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Editors: Abhishek Majumder, Joy Lal Sarkar, Arindam Majumder

Artificial Intelligence and Data Science in Recommendation System: Current Trends, Technologies and Applications

eBook: US $59 Special Offer (PDF + Printed Copy): US $101
Printed Copy: US $71
Library License: US $236
ISBN: 978-981-5136-75-3 (Print)
ISBN: 978-981-5136-74-6 (Online)
Year of Publication: 2023
DOI: 10.2174/97898151367461230101
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Introduction

Artificial Intelligence and Data Science in Recommendation System: Current Trends, Technologies and Applications captures the state of the art in usage of artificial intelligence in different types of recommendation systems and predictive analysis. The book provides guidelines and case studies for application of artificial intelligence in recommendation from expert researchers and practitioners. A detailed analysis of the relevant theoretical and practical aspects, current trends and future directions is presented.

The book highlights many use cases for recommendation systems:

  • - Basic application of machine learning and deep learning in recommendation process and the evaluation metrics
  • - Machine learning techniques for text mining and spam email filtering considering the perspective of Industry 4.0
  • - Tensor factorization in different types of recommendation system
  • - Ranking framework and topic modeling to recommend author specialization based on content.
  • - Movie recommendation systems
  • - Point of interest recommendations
  • - Mobile tourism recommendation systems for visually disabled persons
  • - Automation of fashion retail outlets
  • - Human resource management (employee assessment and interview screening)

This reference is essential reading for students, faculty members, researchers and industry professionals seeking insight into the working and design of recommendation systems.

Audience: Computers science academicians, professionals and students, researchers and engineers working on AI models and recommender systems.

Indexed in: Scopus.


eBook: US $59 Special Offer: US $101 Printed Copy: US $71 Library License: US $236

Contributors

Editor(s):
Abhishek Majumder
Tripura University
Tripura
India


Joy Lal Sarkar
Tripura University
Tripura
India


Arindam Majumder
NIT Agartala
Tripura 799046
India



Contributor(s):
Abdul Wahid
Amity Global Institute
Singapore 238466, Singapore


Abhishek Mishra
Indian Institute of Technology
Bhubaneswar
India


Abhishek Majumder
Mobile Computing Lab, Department of Computer Science and Engineering
Tripura University
Tripura
India


Anukampa Behera
Department of Computer Science & Engineering
ITER, S'O'A (Deemed to be) University
Bhubaneswar
India


Alladi Sureshbabu
Department of CSE
JNTUA College of Engineering
Ananthapur, Andhra Pradesh
India


Anupama Angadi
Department of Information Technology, Anil Neerukonda Institute of Technology & Science, Visakhapatnam
Andhra Pradesh
India


André Nascimento
Department of Computing, Federal Rural University of Pernambuco
Recife
Brazil


Balajee Maram
Department of Computer Science and Engineering
GMR Institute of Technology (Autonomous), Rajam
Andhra Pradesh
India


Bibudhendu Pati
Department of Computer Science
Rama Devi Women's University
Odisha
India


Dillip Rout
Department of Computer Science and Engineering
Centurion University of Technology and Management
Odisha
India


Chhabi Rani Panigrahi
Department of Computer Science
Rama Devi Women's University
Odisha
India


Douglas Véras
Department of Computing, Federal Rural University of Pernambuco
Recife
Brazil


Gustavo Callou
Department of Computing, Federal Rural University of Pernambuco
Recife
Brazil


Goddumarri Surya Narayana
Department of CSE
Vardhaman College of Engineering
Hyderabad, TS
India


Joy Lal Sarkar
Mobile Computing Lab, Department of Computer Science and Engineering
Tripura University
Tripura
India


Khushi Chavan
Department of Computer Engineering
Dwarkadas J. Sanghvi college of Engineering
Mumbai, Maharastra
India


Kotrike Rathnaiah Radhika
Department of Information Science and Engineering
BMS College of Engineering
Bangalore, India


Padmaja Poosapati
Department of Information Technology, Anil Neerukonda Institute of Technology & Science, Visakhapatnam
Andhra Pradesh
India


Pundru Chandra Shaker Reddy
Department of CSE
CMR College of Engineering & Technology
Hyderabad, TS
India


Pooja Selvarajan
Department of Computer Science and Engineering, Sona College of Technology
India


Poovizhi Selvan
Department of Computer Science and Engineering, Sona College of Technology
India


Pradeep Kumar
Department of CS&IT
Maulana Azad National Urdu University
Hyderabad, India


Ramchandra Mangrulkar
Department of Computer Engineering
Dwarkadas J. Sanghvi college of Engineering
Mumbai, Maharastra
India


Rajesh Bhatia
Department of Computer Science & Engineering
Punjab Engineering College
Chandigarh
India


Satya Keerthi Gorripati
Computer Science and Engineering
Gayatri Vidya Parishad College of Engineering (Autonomous), Visakhapatnam
Andhra Pradesh
India


Sumi Kizhakke Valiyatra
Institute of Management in Kerala, University of Kerala
Kerala 695034
India


Suneetha Merugula
Department of Information Technology
GMR Institute of Technology, Rajam
Andhra Pradesh
India


Sandeep Harit
Department of Computer Science & Engineering
Punjab Engineering College
Chandigarh
India


Sathiyabhama Balasubramaniam
Department of Computer Science and Engineering, Sona College of Technology
Tamilnadu
India


Santhosh Kumar Balan
Department of Computer Science & Engineering
Guru Nanak Institute of Technology
Hyderabad
Telangana


Shilpa Verma
Department of Computer Science & Engineering
Punjab Engineering College
Chandigarh
India


Shreya Roy
Mobile Computing Lab, Department of Computer Science and Engineering
Tripura University
Tripura
India


Sumit Mitra
Managing Partner
Citizen
Odisha
India


Samudrala Venkatesiah Sheela
Department of Information Science and Engineering
BMS College of Engineering
Bangalore


Tushar Deshpande
Department of Computer Engineering
Dwarkadas J. Sanghvi college of Engineering
Mumbai, Maharastra
India


Vidhushavarshini Sureshkumar
Department of Computer Science and Engineering, Sona College of Technology
India


Venkatesh Naganathan
Amity Global Institute
Singapore
Singapore


Yadala Sucharitha
Department of CSE
CMR Institute of Technology
Hyderabad, TS
India