Identifying Alternative Options for Chatbots With Multi-Criteria Decision-Making

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-07-17 DOI:10.4018/jdm.345917
Praveen Ranjan Srivastava, Harshit Kumar Singh, Surabhi Sakshi, J. Zhang, Qiuzheng Li
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Abstract

Artificial intelligence-powered chatbot usage continues to grow worldwide, and there is ongoing research to identify features that maximize the utility of chatbots. This study uses the multi-criteria decision-making (MCDM) method to find the best available alternative chatbot for task completion. We identify chatbot evaluation criteria from literature followed by inputs from experts using the Delphi method. We apply CRITIC to evaluate the relative importance of the specified criteria. Finally, we list popular alternatives of chatbots and features offered and apply WASPAS and EDAS techniques to rank the available alternatives. The alternatives explored in this study include YOU, ChatGPT, PerplexityAI, ChatSonic, and CharacterAI. Both methods yield identical results in ranking, with ChatGPT emerging as the most preferred alternative based on the criteria identified.
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利用多标准决策确定聊天机器人的备选方案
人工智能驱动的聊天机器人的使用在全球范围内持续增长,目前正在进行研究,以确定能最大限度发挥聊天机器人效用的功能。本研究采用多标准决策(MCDM)方法来寻找完成任务的最佳聊天机器人。我们从文献中确定聊天机器人的评估标准,然后使用德尔菲法听取专家意见。我们应用 CRITIC 评估指定标准的相对重要性。最后,我们列出了流行的聊天机器人替代方案和提供的功能,并应用 WASPAS 和 EDAS 技术对可用的替代方案进行排序。本研究探讨的替代方案包括 YOU、ChatGPT、PerplexityAI、ChatSonic 和 CharacterAI。两种方法的排序结果相同,根据确定的标准,ChatGPT 成为最受欢迎的替代方案。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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