The Role of AI in Improving Answer Quality on Q & A Platforms

The integration of Artificial Intelligence (AI) in Question-and- Answer (Q&A) platforms has revolutionized how users obtain information. AI- driven algorithms enhance the quality of responses by leveraging natural language processing (NLP), machine learning (ML), and deep learning techniques. This paper explores the role of AI in improving answer quality on Q&A platforms, discussing various AI techniques such as sentiment analysis, relevance ranking, automated moderation, and personalized recommendations. Additionally, the study examines the challenges, ethical considerations, and future advancements in AI-powered Q&A systems. The findings suggest that AI significantly improves accuracy, relevance, and engagement while addressing misinformation and low- quality content

Authors

Publication Details

Journal
International Journal of Advanced Research in Science Communication and Technology
Published
2025-03-15
DOI
https://doi.org/10.48175/ijarsct-23753
Primary Topic
Expert finding and Q&A systems
Type
article
Field-Weighted Citation Impact
0.00
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article

The Role of AI in Improving Answer Quality on Q & A Platforms

Bhagyashree Kumbhare, Yamini Kanekar, Rekha Wanjari, Sahil Chilbule
International Journal of Advanced Research in Science Communication and Technology
Expert finding and Q&A systems
article

The Role of AI in Improving Answer Quality on Q & A Platforms

Bhagyashree Kumbhare, Yamini Kanekar, Rekha Wanjari, Sahil Chilbule
article en

Abstract

The integration of Artificial Intelligence (AI) in Question-and- Answer (Q&A) platforms has revolutionized how users obtain information. AI- driven algorithms enhance the quality of responses by leveraging natural language processing (NLP), machine learning (ML), and deep learning techniques. This paper explores the role of AI in improving answer quality on Q&A platforms, discussing various AI techniques such as sentiment analysis, relevance ranking, automated moderation, and personalized recommendations. Additionally, the study examines the challenges, ethical considerations, and future advancements in AI-powered Q&A systems. The findings suggest that AI significantly improves accuracy, relevance, and engagement while addressing misinformation and low- quality content

International Journal of Advanced Research in Science Communication and Technology
Openalex Percentile: Top 94%
Expert finding and Q&A systems
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