Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review

PK Roy, S Saumya, JP Singh… - CAAI Transactions on …, 2023 - Wiley Online Library
Over the last couple of decades, community question‐answering sites (CQAs) have been a
topic of much academic interest. Scholars have often leveraged traditional machine learning …

A comprehensive survey and classification of approaches for community question answering

I Srba, M Bielikova - ACM Transactions on the Web (TWEB), 2016 - dl.acm.org
Community question-answering (CQA) systems, such as Yahoo! Answers or Stack Overflow,
belong to a prominent group of successful and popular Web 2.0 applications, which are …

Design lessons from the fastest q&a site in the west

L Mamykina, B Manoim, M Mittal, G Hripcsak… - Proceedings of the …, 2011 - dl.acm.org
This paper analyzes a Question & Answer site for programmers, Stack Overflow, that
dramatically improves on the utility and performance of Q&A systems for technical domains …

Identifying topical authorities in microblogs

A Pal, S Counts - Proceedings of the fourth ACM international …, 2011 - dl.acm.org
Content in microblogging systems such as Twitter is produced by tens to hundreds of
millions of users. This diversity is a notable strength, but also presents the challenge of …

Addressing complex and subjective product-related queries with customer reviews

J McAuley, A Yang - Proceedings of the 25th International Conference …, 2016 - dl.acm.org
Online reviews are often our first port of call when considering products and purchases
online. When evaluating a potential purchase, we may have a specific query in mind, egwill …

Cqarank: jointly model topics and expertise in community question answering

L Yang, M Qiu, S Gottipati, F Zhu, J Jiang… - Proceedings of the …, 2013 - dl.acm.org
Community Question Answering (CQA) websites, where people share expertise on open
platforms, have become large repositories of valuable knowledge. To bring the best value …

The characteristics and motivations of health answerers for sharing information, knowledge, and experiences in online environments

S Oh - Journal of the American Society for Information Science …, 2012 - Wiley Online Library
Abstract In Web 2.0 environments, people commonly share their knowledge and personal
experiences with others, but little is known about their background characteristics and …

[图书][B] Mining user generated content

MF Moens, J Li, TS Chua - 2014 - books.google.com
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other
networking sites, the social media shared by users and the associated metadata are …

Analysis of the reputation system and user contributions on a question answering website: Stackoverflow

D Movshovitz-Attias, Y Movshovitz-Attias… - Proceedings of the …, 2013 - dl.acm.org
Question answering (Q&A) communities have been gaining popularity in the past few years.
The success of such sites depends mainly on the contribution of a small number of expert …

Expert finding for question answering via graph regularized matrix completion

Z Zhao, L Zhang, X He, W Ng - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Expert finding for question answering is a challenging problem in community-based
question answering (CQA) systems, arising in many real applications such as question …