Real conversations with artificial intelligence: A comparison between human-human online conversations and human-chatbot conversations

被引:415
作者
Hill, Jennifer [1 ]
Ford, W. Randolph [2 ]
Farreras, Ingrid G. [3 ]
机构
[1] George Washington Univ, Sch Engn & Appl Sci, Washington, DC 20052 USA
[2] Univ Maryland, Univ Coll, Grad Sch, Data Analyt Program, Adelphi, MD 20783 USA
[3] Hood Coll, Dept Psychol, Frederick, MD 21701 USA
关键词
CMC; Instant messaging; IM; Chatbot; Cleverbot; DISCOURSE; COMMUNICATION; LANGUAGE;
D O I
10.1016/j.chb.2015.02.026
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
This study analyzed how communication changes when people communicate with an intelligent agent as opposed to with another human. We compared 100 instant messaging conversations to 100 exchanges with the popular chatbot Cleverbot along seven dimensions: words per message, words per conversation, messages per conversation, word uniqueness, and use of profanity, shorthand, and emoticons. A MANOVA indicated that people communicated with the chatbot for longer durations (but with shorter messages) than they did with another human. Additionally, human-chatbot communication lacked much of the richness of vocabulary found in conversations among people, and exhibited greater profanity. These results suggest that while human language skills transfer easily to human-chatbot communication, there are notable differences in the content and quality of such conversations. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:245 / 250
页数:6
相关论文
共 28 条
[1]  
[Anonymous], READING WRITING
[2]  
Aron J., 2011, The New Scientist
[3]  
Baron N.S., 2003, STANFORD HDB LANGUAG, P59
[4]   ADULT-CHILD DISCOURSE - DEVELOPMENTAL INTERACTION BETWEEN INFORMATION-PROCESSING AND LINGUISTIC KNOWLEDGE [J].
BLOOM, L ;
ROCISSANO, L ;
HOOD, L .
COGNITIVE PSYCHOLOGY, 1976, 8 (04) :521-552
[5]  
Coniam David, 2008, ReCALL, V20, P98, DOI 10.1017/S0958344008000815
[6]  
Craig D., 2003, BOOTH PRIZE ESSAYS
[7]   The role of emotion in computer-mediated communication: A review [J].
Derks, Daantje ;
Fischer, Agneta H. ;
Bos, Arjan E. R. .
COMPUTERS IN HUMAN BEHAVIOR, 2008, 24 (03) :766-785
[8]  
Driscoll D., 2002, Undergraduate Research Journal for the Human Sciences, V1
[9]  
FERGUSON CA, 1975, ANTHROPOL LINGUIST, V17, P1
[10]   INTERACTIVE WRITTEN DISCOURSE AS AN EMERGENT REGISTER [J].
FERRARA, K ;
BRUNNER, H ;
WHITTEMORE, G .
WRITTEN COMMUNICATION, 1991, 8 (01) :8-34