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chaudhary kiran; alam mansaf - big data analytics

Big Data Analytics Applications in Business and Marketing

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 12/2021
Edizione: 1° edizione





Note Editore

Big Data Analytics: Applications in Business and Marketing explores the concepts and applications related to marketing and business as well as future research directions. It also examines how this emerging field could be extended to performance management and decision-making. Investment in business and marketing analytics can create value through proper allocation of resources and resource orchestration process. The use of data analytics tools can be used to diagnose and improve performance. The book is divided into five parts. The first part introduces data science, big data, and data analytics. The second part focuses on applications of business analytics including: Big data analytics and algorithm Market basket analysis Anticipating consumer purchase behavior Variation in shopping patterns Big data analytics for market intelligence The third part looks at business intelligence and features an evaluation study of churn prediction models for business Intelligence.The fourth part of the bookexamines analytics for marketing decision-making and the roles of big data analytics for market intelligence and of consumer behavior. The book concludes with digital marketing, marketing by consumer analytics, web analytics for digital marketing, and smart retailing. This book covers the concepts, applications and research trends of marketing and business analytics with the aim of helping organizations increase profitability by improving decision-making through data analytics.




Sommario

1. Embrace the Data Analytics Chase: A Journey from Basics to Business Suzanee Malhotra 2. Big Data Analytics and Algorithms Alok Kumar, Lakshita Bhargava, And Zameer Fatima 3. Market Basket Analysis: An Effective Data-Mining Technique for Anticipating Consumer Purchase Behavior Samala Nagaraj 4. Customer View—Variation in Shopping Patterns Ambika N 5. Big Data Analytics for Market Intelligence Md. Rashid Farooqi, Anushka Tiwari, Sana Siddiqui, Neeraj Kumar, and Naiyar Iqbal 6. Advancements and Challenges in Business Applications of SAR Images Prachi Kaushik and Suraiya Jabin 7. Exploring Quantum Computing to Revolutionize Big Data Analytics for Various Industrial Sectors Preeti Agarwal and Mansaf Alam 8. Evaluation of Green Degree of Reverse Logistic of Waste Electrical Appliances Li Qin Hu, Amit Yadav, Hong Liu, and Rumesh Ranjan 9. Nonparametric Approach of Comparing Company Performance: A Grey Relational Analysis Tihana Škrinjaric 10. Applications of Big Data Analytics in Supply-Chain Management Nabeela Hasan and Mansaf Alam 11. Evaluation Study of Churn Prediction Models for Business Intelligence Shoaib Amin Banday and Samiya Khan 12. Big Data Analytics for Marketing Intelligence Tripti Paul And Sandip Rakshit 13. Demystifying the Cult of Data Analytics for Consumer Behavior: From Insights to Applications Suzanee Malhotra




Autore

Dr. Kiran Chaudhary is an Assistant Professor in the Department of Commerce, Shivaji College, University of Delhi and has 12 years of teaching and research experience. She earned a Ph.D. in Marketing from Kurukshetra University, India. Her areas of research include marketing, human resource management, organizational behavior, and business and corporate law. A distinguished student winning various awards of recognition, she is a book author as well as conference and journal paper author. Dr. Mansaf Alam is an Associate Professor in the Department of Computer Science, Faculty of Natural Sciences, Jamia Millia Islamia University, New Delhi, India. He has also been Young Faculty Research Fellow for the Ministry of Electronics and Information Technology in India and the Editor-in-Chief for Journal of Applied Information Science. A journal and conference paper author, he conducts research in such area as big data analytics, machine learning & deep learning, cloud computing, cloud database management systems, object- oriented database systems, information retrieval, and data mining. His other academic activities include journal reviewer, member of conference program committees, journal editorial board member, and book author.










Altre Informazioni

ISBN:

9781032187662

Condizione: Nuovo
Dimensioni: 9.25 x 6.25 in Ø 1.12 lb
Formato: Brossura
Illustration Notes:31 b/w images and 31 line drawings
Pagine Arabe: 261
Pagine Romane: xiv


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