Natural Language Understanding: Methodological Conceptualization

被引:4
|
作者
Shymko, Vitalii [1 ]
机构
[1] Pereiaslav Khmelnytskyi Hryhorii Skovoroda State, 30 Sukhomlynskyi Str, UA-08401 Pereiaslav Khmelnytskyi, Kyiv Reg, Ukraine
来源
PSYCHOLINGUISTICS | 2019年 / 25卷 / 01期
关键词
computational psycholinguistics; natural language understanding; structural ontology; information metabolism; language consciousness; verbal intelligence; artificial intelligence; mind; COMPUTATIONAL PRINCIPLES; FUNCTIONAL DEFINITION; PURSUIT; MEMORY; MIND;
D O I
10.31470/2309-1797-2019-25-1-431-443
中图分类号
H0 [语言学];
学科分类号
030303 ; 0501 ; 050102 ;
摘要
This article contains the results of a theoretical analysis of the phenomenon of natural language understanding (NLU), as a methodological problem. The combination of structural-ontological and informational-psychological approaches provided an opportunity to describe the subject matter field of NLU, as a composite function of the mind, which systemically combines the verbal and discursive structural layers. In particular, the idea of NLU is presented, on the one hand, as the relation between the discourse of a specific speech message and the meta-discourse of a language, in turn, activated by the need-motivational factors. On the other hand, it is conceptualized as a process with a specific structure of information metabolism, the study of which implies the necessity to differentiate the affective (emotional) and need-motivational influences on the NLU, as well as to take into account their interaction. At the same time, the hypothesis about the influence of needs on NLU under the scenario similar to the pattern of Yerkes-Dodson is argued. And the theoretical conclusion that emotions fulfill the function of the operator of the structural features of the information metabolism of NLU is substantiated. Thus, depending on the modality of emotions in the process of NLU, it was proposed to distinguish two scenarios for the implementation of information metabolism - reduction and synthetic. The argument in favor of the conclusion about the productive and constitutive role of emotions in the process of NLU is also given.
引用
收藏
页码:431 / 443
页数:13
相关论文
共 50 条
  • [31] A Cognitive Substrate for Natural Language Understanding
    Cassimatis, Nicholas L.
    Murugesan, Arthi
    Bugajska, Magdalena D.
    ARTIFICIAL GENERAL INTELLIGENCE 2008, 2008, 171 : 99 - 106
  • [32] Pragmatic approach in natural language understanding
    Mitsuiyoshi, S
    Ren, F
    Lin, Y
    Ogawa, JR
    2003 INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING, PROCEEDINGS, 2003, : 40 - 49
  • [33] UNDERSTANDING NATURAL LANGUAGE - WINOGRAD,T
    JOHNSONL.PN
    QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 1973, 25 (AUG): : 444 - 446
  • [35] Challenges in natural language processing and natural language understanding by considering both technical and natural domains
    Ardehkhani, Pouya
    Vahedi, Amir
    Aghababa, Hossein
    2023 6TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSIS, IPRIA, 2023,
  • [36] Awareness of Language use in Conceptualization: A Study of Children's Understanding of Movement and Gravity
    Akerblom, Annika
    Svensson, Lennart
    Anderberg, Elsie
    Alvegard, Christer
    SCANDINAVIAN JOURNAL OF EDUCATIONAL RESEARCH, 2011, 55 (03) : 255 - 271
  • [37] METHODOLOGICAL CONCEPTUALIZATION OF MATHEMATICAL-MODELING
    CARRERA, J
    MATHEMATICAL AND COMPUTER MODELLING, 1992, 16 (12) : 19 - 28
  • [38] Enhancing Language Representation with Constructional Information for Natural Language Understanding
    Xu, Lvxiaowei
    Wu, Jianwang
    Peng, Jiawei
    Gong, Zhilin
    Cai, Ming
    Wang, Tianxiang
    PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, VOL 1, 2023, : 4685 - 4705
  • [39] Natural Language Understanding for Grading Essay Questions in Persian Language
    Mokhtari-Fard, Iman
    CHINESE COMPUTATIONAL LINGUISTICS AND NATURAL LANGUAGE PROCESSING BASED ON NATURALLY ANNOTATED BIG DATA, 2013, 8208 : 144 - 153
  • [40] Language and conceptualization.
    Palmer, GB
    AMERICAN ANTHROPOLOGIST, 1998, 100 (04) : 1047 - 1048