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A Unified Real-Time AI Optimization for Ad Serving: Bid Optimization, CTR/CVR Prediction, and Adaptive Creative Selection
Sharad Trivedi
Abstract:
This paper presents a production-grade, real-time optimization framework for ad serving in retailer
media platforms, integrating three complementary machine learning systems: (i) a gradient-boosted
bid optimization model, (ii) deep neural networks for click-through rate (CTR) and conversion rate
(CVR) prediction, and (iii) a Bayesian multi-armed bandit for adaptive creative selection.
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1-11
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Digital Platform in MSME: Opportunities and Barriers
*Dr. P.Jayanthi , ** G.Gopika
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18-23
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FACTORS SHAPING WORKING WOMEN’S PREFERENCE FOR ROBO VACUUM CLEANERS
* Dr. S.Poongodi , ** S. Abithanjali
Abstract:
This study considers preference for robo vacuum cleaner by working women. A vacuum robot is a small, automatic device geared up with sensors and brushes designed to navigate through a home, recognizing and cleaning dirt and debris from floorings, carpets, and even hard-to-reach locations.
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24-30
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Socio-Economic Determinants of Student Engagement in Online Gaming: An Empirical Investigation
Dr. P. Anitha* , Ms. N. Indhuja**
Abstract:
Online gaming has emerged as a dominant leisure activity among Indian youth, driven by widespread smart phone penetration, affordable data, and the growth of mobile gaming platforms.
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31-34
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E-Governance and Welfare Delivery Efficiency: An Empirical Study of Rural Women Beneficiaries in Coimbatore District
Dr.R.AMSAVENI
Abstract:
The adoption of e-governance has significantly transformed public service delivery in India,
particularly in the implementation of welfare schemes. This study examines the role of egovernance in enhancing the efficiency of welfare delivery among rural women beneficiaries in Coimbatore District, Tamil Nadu. The research focuses on key aspects such as awareness, accessibility, digital literacy, and the effectiveness of digital platforms in ensuring timely and transparent service delivery.
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35-44
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Bridging the Financial Gap: Microfinance and Rural Women Empowerment
Dr.B.Indira Priyadharshini
Abstract:
Microfinance and financial inclusion are widely acknowledged as key drivers of economic empowerment among rural women, as they facilitate access to essential financial services such as credit, savings, and insurance. This empirical study investigates the impact of these initiatives on enhancing women’s income generation, saving habits, and involvement in financial decision-making.
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45-48
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AWARENESS AND USAGE OF AI TOOLS FOR ACADEMIC PURPOSES AMONG STUDENTS IN POLLACHI TALUK
Ms. M. RAGAPRABHA , Dr. S. SHUNMUGAPRIYA
Abstract:
Artificial Intelligence (AI) tools have increasingly become a significant part of the academic
landscape, providing innovative solutions to enhance learning and streamline academic tasks.
This study focused on student’s level of awareness of various AI applications for academic
purpose, as well as key challenges faced by students while using AI tools for Academic purpose.
A sample of 100 respondents was collected from Pollachi Taluk in Coimbatore district using the
convenience sampling method. To analyze and interpret the data, the researcher used weighted
mean score. The study find that majority of the respondent are aware of ChatGPT. The study
concludes that most of the students are aware of using AI tools for their academic purpose.
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49-53
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An Analysis of Green Marketing Initiatives Implemented by Homestays in Tiwar Gaon, Tehri Garhwal (Uttarakhand)
Gaurav Mamgain, Dr. Santosh Bali
Abstract:
The study examines the significance of green marketing as a vital strategy for achieving
sustainable development in contemporary business environments. As resources become
increasingly scarce and customer needs expand, organizations are adopting green marketing
practices to enhance competitiveness, reduce waste, and align with evolving consumer
preferences for environmentally responsible products.
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54-66
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