{"title":"人类和人工智能的开放式和封闭式问题解决:提问复杂性的影响","authors":"Tuval Raz , Roni Reiter-Palmon , Yoed N. Kenett","doi":"10.1016/j.tsc.2024.101598","DOIUrl":null,"url":null,"abstract":"<div><p>Question-asking, an underexplored aspect of creativity, is integral to creative problem-solving and information-seeking. Previous research reveals that lower creativity correlates with asking simpler, closed questions, while higher creativity correlates with complex, open-ended inquiries. The present study explores the relation between question asking complexity and problem-solving tasks involving open- and close-ended thinking and how these abilities generalize and compare to AI. In Study 1, participants (N = 89) completed the alternative questions task (AQT), a close-ended riddles task (Stumpers), and the alternate uses task (AUT), a creativity measure. Our results show AQT question complexity wasn't correlated with stumpers performance, although it correlated with AUT originality (r = .3). In Study 2, participants (N = 100) completed the AQT, AUT, and open-ended creative problem-solving (CPS) task. CPS responses were evaluated for originality and quality. A positive correlation was observed between CPS quality and AQT complexity (r = .29) and originality (r = .34). In study 3, AI agents (N = 100) completed the AQT, AUT, stumpers, and CPS tasks. Like humans, AI's AQT originality and complexity were related with open, but not closed problem-solving. AI questions were also significantly more creative and complex, it solved more stumpers and gave higher quality CPS solutions. Surprisingly, human and AI CPS originality didn't differ. We find significant links between question complexity and open—but not closed-ended—problem-solving in humans, which generalize to AI. Our results highlight the significance of complex and creative question-asking in everyday life and as an integral part of our problem-solving toolkit.</p></div>","PeriodicalId":47729,"journal":{"name":"Thinking Skills and Creativity","volume":"53 ","pages":"Article 101598"},"PeriodicalIF":3.7000,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Open and closed-ended problem solving in humans and AI: The influence of question asking complexity\",\"authors\":\"Tuval Raz , Roni Reiter-Palmon , Yoed N. Kenett\",\"doi\":\"10.1016/j.tsc.2024.101598\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Question-asking, an underexplored aspect of creativity, is integral to creative problem-solving and information-seeking. Previous research reveals that lower creativity correlates with asking simpler, closed questions, while higher creativity correlates with complex, open-ended inquiries. The present study explores the relation between question asking complexity and problem-solving tasks involving open- and close-ended thinking and how these abilities generalize and compare to AI. In Study 1, participants (N = 89) completed the alternative questions task (AQT), a close-ended riddles task (Stumpers), and the alternate uses task (AUT), a creativity measure. Our results show AQT question complexity wasn't correlated with stumpers performance, although it correlated with AUT originality (r = .3). In Study 2, participants (N = 100) completed the AQT, AUT, and open-ended creative problem-solving (CPS) task. CPS responses were evaluated for originality and quality. A positive correlation was observed between CPS quality and AQT complexity (r = .29) and originality (r = .34). In study 3, AI agents (N = 100) completed the AQT, AUT, stumpers, and CPS tasks. Like humans, AI's AQT originality and complexity were related with open, but not closed problem-solving. AI questions were also significantly more creative and complex, it solved more stumpers and gave higher quality CPS solutions. Surprisingly, human and AI CPS originality didn't differ. We find significant links between question complexity and open—but not closed-ended—problem-solving in humans, which generalize to AI. Our results highlight the significance of complex and creative question-asking in everyday life and as an integral part of our problem-solving toolkit.</p></div>\",\"PeriodicalId\":47729,\"journal\":{\"name\":\"Thinking Skills and Creativity\",\"volume\":\"53 \",\"pages\":\"Article 101598\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2024-08-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Thinking Skills and Creativity\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1871187124001366\",\"RegionNum\":2,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thinking Skills and Creativity","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1871187124001366","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
Open and closed-ended problem solving in humans and AI: The influence of question asking complexity
Question-asking, an underexplored aspect of creativity, is integral to creative problem-solving and information-seeking. Previous research reveals that lower creativity correlates with asking simpler, closed questions, while higher creativity correlates with complex, open-ended inquiries. The present study explores the relation between question asking complexity and problem-solving tasks involving open- and close-ended thinking and how these abilities generalize and compare to AI. In Study 1, participants (N = 89) completed the alternative questions task (AQT), a close-ended riddles task (Stumpers), and the alternate uses task (AUT), a creativity measure. Our results show AQT question complexity wasn't correlated with stumpers performance, although it correlated with AUT originality (r = .3). In Study 2, participants (N = 100) completed the AQT, AUT, and open-ended creative problem-solving (CPS) task. CPS responses were evaluated for originality and quality. A positive correlation was observed between CPS quality and AQT complexity (r = .29) and originality (r = .34). In study 3, AI agents (N = 100) completed the AQT, AUT, stumpers, and CPS tasks. Like humans, AI's AQT originality and complexity were related with open, but not closed problem-solving. AI questions were also significantly more creative and complex, it solved more stumpers and gave higher quality CPS solutions. Surprisingly, human and AI CPS originality didn't differ. We find significant links between question complexity and open—but not closed-ended—problem-solving in humans, which generalize to AI. Our results highlight the significance of complex and creative question-asking in everyday life and as an integral part of our problem-solving toolkit.
期刊介绍:
Thinking Skills and Creativity is a new journal providing a peer-reviewed forum for communication and debate for the community of researchers interested in teaching for thinking and creativity. Papers may represent a variety of theoretical perspectives and methodological approaches and may relate to any age level in a diversity of settings: formal and informal, education and work-based.