Browsing by Subject "Machine learning"
Now showing items 1-20 of 20
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Analysing the impact of chatbot on customer engagement
(Indian Institute of Management Ahmedabad, 2021-12-14)With the development in Artificial Algorithm and Machine learning technology a major component of any organization success, customer engagement & experience has been completely changed. Earlier organizations used to have ... -
Application of Artificial Intelligence and Machine Learning in Omnichannel Marketing
(Indian Institute of Management Ahmedabad, 2021-12-14)In this project, we are scrapping the data from Swiggy's portal for all the cities and close to ~50,000 restaurant partners to understand the macroeconomic relationships between the costs, cuisines, ratings and the population ... -
Application of Artificial Intelligence and Machine Learning in Omnichannel Marketing
(Indian Institute of Management Ahmedabad, 2021-12-14)In this project, we are scrapping the data from Swiggy's portal for all the cities and close to ~50,000 restaurant partners to understand the macroeconomic relationships between the costs, cuisines, ratings and the population ... -
Application of machine learning models in employee selection and performance management
(Indian Institute of Management Ahmedabad, 2023-08-09)In today’s world of intense business competition and a continuously evolving landscape with globalization and new age technological breakthrough, it is important for organisations to utilize their internal resources to the ... -
Bank salvation does not lie in mergers
(Economic Times, 2018-06-21) -
Essays on machine learning for enhanced decision support in e-Commerce
(Indian Institute of Management Ahmedabad, 2023)"E-commerce is proliferating, consequently, the need to make informed decisions. Many ecommerce platforms have adopted data-driven solutions in various applications, such as product recommendation and fraud detection. This ... -
Exploratory research on designing and marketing to increase the adoption of a mobile application that leverages artificial intelligence & machine learning for wealth management
(Indian Institute of Management Ahmedabad, 2019)Exploratory research on designing and marketing to increase the adoption of a mobile application that leverages artificial intelligence and machine learning for wealth management in India. The major objectives were to gauge ... -
Forecasting stock price movement in index using world news
(Indian Institute of Management Ahmedabad, 2019)Machine Learning and Natural Language Processing have become an integral part of the Financial Markets. These algorithms are being developed every day to utilize the data available with us and provide a prediction regarding ... -
A gradient-based bilevel optimization approach for tuning regularization hyperparameters
(Springer, 2023-09-29)Hyperparameter tuning in the area of machine learning is often achieved using naive techniques, such as random search and grid search. However, most of these methods seldom lead to an optimal set of hyperparameters and ... -
Impact of COVID on changes in ratings and reviews on e-Commerce platforms
(Indian Institute of Management Ahmedabad, 2022-03-21)E-commerce platforms have increased user satisfaction, they have also led to the rise of customer apprehension during the online purchases. Physical stores offer one important benefit to customers that e-commerce lack, ... -
Impact of using AI/ML-based virtual assistants 'chatbots'
(Indian Institute of Management Ahmedabad, 2022-03-21)A chatbot is a virtual assistant designed to incorporate artificial intelligence and machine learning algorithms to provide an interactive experience to resolve customer queries over the internet. The revolution of chatbots ... -
Learning of a decision-maker’s preference zone with an evolutionary approach
(IEEE, 2018-05-30)A new evolutionary-learning algorithm is proposed to learn a decision maker (DM)’s best solution on a conflicting multiobjective space. Given the exemplary pairwise comparisons of solutions by a DM, we learn an ideal point ... -
Linguistic features for review helpfulness prediction
(Elsevier, 2015)Online reviews play a critical role in customer’s purchase decision making process on the web. The reviews are often ranked based on user helpfulness votes to minimize the review information overload problem. This paper ... -
New product development for Zomato
(Indian Institute of Management Ahmedabad, 2022-03-21)In today’s diverse and mostly digital economy, firms need to innovate constantly and quickly in their consumer offerings. It holds for both big companies and startups. New product/service development is the key that unlocks ... -
A prescriptive analytics framework for efficient E-commerce order delivery
(Elsevier, 2021-04-30)Achieving timely last-mile order delivery is often the most challenging part of an e-commerce order fulfillment. Effective management of last-mile operations can result in significant cost savings and lead to increased ... -
Sentiment analysis of financial news articles using performance indicators
(Springer, 2017-11-24)Mining financial text documents and understanding the sentiments of individualinvestors, institutions and markets is an important and challenging problem in the literature.Current approaches to mine sentiments from financial ... -
Sparsistent filtering of comovement networks from high-dimensional data
(Elsevier, 2022-11-09)Network filtering is a technique to isolate core subnetworks of large and complex interconnected systems, which has recently found many applications in financial, biological, physical and technological networks among others. ... -
Up your game
(Economic Times, 2021-07-08) -
Up your game
(Times of India, 2021-07-08) -
Use of Artificial intelligence & machine learning in the recruitment industry
(Indian Institute of Management Ahmedabad, 2022-03-21)Hiring and recruitment was one of the last divisions within the corporate environment to get tech-enablement. There were minor technological innovations, but they were few and far between. The onslaught of the pandemic ...