On sociocultural aspects of user elicitation

Ying-Hsang Liu, Mei-Mei Wu
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Abstract

Elicitation (i.e., question-asking) is complex human linguistic behavior that can provide insights into people's knowledge state, intention and action for user modeling in information retrieval (IR) research. This paper reports a comparative study of user elicitation behaviors by Chinese and English speakers in professional settings of mediated search, with particular reference to sociocultural aspects of human communication. More specifically, this study investigates user elicitation behavior from real-life interactional cases, with the goal of exploring whether there are differences between Chinese and English speaking users in their elicitation behavior. To reveal the sociocultural influences in user-intermediary interactions, corpus data is analyzed in terms of the identification and counting of the purposes and communicative functions. Our findings revealed significant differences in the use of elicitation purposes and communicative functions by Chinese and English users. Chinese users were more concerned about the technical aspects of searching activities, with little reference to the cognitive aspects of their information problems. Importantly, the differences in communicative functions (i.e., the intended meaning) suggested potential sociocultural influences on micro-level information seeking. The findings are discussed in view of IR system design supporting query formulation, user modeling in interactive IR and conceptual modeling in information behavior research.
论用户引出的社会文化方面
启发式(即提问)是一种复杂的人类语言行为,可以为信息检索(IR)研究中的用户建模提供对人们的知识状态、意图和行为的洞察。本文报道了在中介搜索的专业背景下,中英两国使用者启发式行为的比较研究,并特别参考了人类交流的社会文化方面。更具体地说,本研究从现实交互案例中考察用户的启发行为,目的是探讨中文和英语用户的启发行为是否存在差异。为了揭示用户-中介交互中的社会文化影响,本文对语料库数据进行了目的和交际功能的识别和计数分析。我们的研究结果表明,中英用户在启发式目的和交际功能的使用上存在显著差异。中国用户更关心搜索活动的技术方面,很少涉及他们的信息问题的认知方面。重要的是,交际功能(即预期意义)的差异表明,微观层面的信息寻求可能受到社会文化的影响。从支持查询表述的IR系统设计、交互式IR中的用户建模和信息行为研究中的概念建模三个方面对研究结果进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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