基于CiteSpace文献计量的动态图标特征识别研究综述

王雪皎; 赵远

doi:10.19554/j.cnki.1001-3563.2025.24.026

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包装工程（设计栏目） ›› 2025, Vol. 46 ›› Issue (24) : 315-325. DOI: 10.19554/j.cnki.1001-3563.2025.24.026

视觉传达设计

基于CiteSpace文献计量的动态图标特征识别研究综述

王雪皎, 赵远

作者信息 +

Research Review on Dynamic Icon Feature Recognition Based on CiteSpace Bibliometrics

WANG Xuejiao, ZHAO Yuan

Author information +

文章历史 +

摘要

目的检索动态图标特征识别相关经典文献,梳理和分析国际和国内研究的学术谱系及研究热点方向和未来趋势。方法以Web of Science数据库和中国知网数据库作为文献来源,采用CiteSpace文献计量软件工具对国内外文献发表数量、核心作者和研究机构、关键词聚类时间线、关键词突现等方面进行可视化图谱分析与综述。结论动态图标特征识别研究从认知心理学领域拓展到设计学领域,总体文献研究数量呈现不断增长的趋势。通过国际和国内文献分析,确定动态图标特征识别的三个研究热点方向,即特征感知（形状感知、色彩感知、动态感知、语义感知）、视觉搜索（注意力、认知绩效、认知负荷）和特殊用户（老龄用户、儿童用户）,通过梳理和分析该领域的研究热点方向,为今后动态图标特征识别研究提供参考和借鉴。

Abstract

The work aims to conduct research on classic literature related to dynamic icon feature recognition and sort out and analyze the academic spectrum of researches in China and abroad, as well as research hotspots and future trends. With Web of Science database and China National Knowledge Infrastructure database as literature sources, CiteSpace, the bibliometric software tool, was used to conduct visual graph analysis and review on the publication volume, core authors and research institutions, key word clustering timelines, key word emergence, and other aspects related to the researches in China and abroad. The research on dynamic icon feature recognition has expanded from the field of cognitive psychology to the field of design, and the overall number of literature studies has shown an increasing trend. Through literature analysis in China and abroad, three research hotspots for dynamic icon feature recognition have been identified: feature perception (shape perception, color perception, dynamic perception, semantic perception), visual search (attention, cognitive performance, cognitive load), and special users (elderly users, children users). By sorting and analyzing the research hotspots in this field, reference and inspiration are provided for future research on dynamic icon feature recognition.

导出引用1

王雪皎, 赵远. 基于CiteSpace文献计量的动态图标特征识别研究综述[J]. 包装工程. 2025, 46(24): 315-325 https://doi.org/10.19554/j.cnki.1001-3563.2025.24.026

WANG Xuejiao, ZHAO Yuan. Research Review on Dynamic Icon Feature Recognition Based on CiteSpace Bibliometrics[J]. Packaging Engineering. 2025, 46(24): 315-325 https://doi.org/10.19554/j.cnki.1001-3563.2025.24.026

中图分类号： TB472

参考文献

[1] 朱文涛. 动态图形视听设计的通感实验研究[J]. 创意与设计, 2022(5): 43-49.
ZHU W T.Aesthetic Experiments of Synesthesia via Motion Graphics[J]. Creation and Design, 2022(5): 43-49.
[2] 玛格丽特·马特林. 认知心理学: 理论、研究和应用[M]. 李永娜, 译. 北京: 机械工业出版社, 2016.
MATLIN M.Cognitive Psychology[M]. LI Y N, Translated. Beijing: China Machine Press, 2016.
[3] 爱德华·E.史密斯,斯蒂芬·M.科斯林. 认知心理学: 心智与脑[M]. 王乃弋, 罗跃嘉, 译. 北京: 教育科学出版社,2017.
SMITH E E, KOSSLYN S M.Cognitive Psychology: Mind and Brain[M]. WANG N Y, LUO Y J, Translated. Beijing: Education Science Press,2017.
[4] 罗伯特·L.索尔所, M.金伯利·麦克林, 奥托·H.麦克林. 认知心理学[M]. 上海: 上海人民出版社, 2008.
SOLSO R L, MACLIN M K, MACLIN O H.Cognitive Psychology[M]. Shanghai: Shanghai People's Pub-lishing House, 2008.
[5] 约翰·安德森, 认知心理学及其启示[M] 认知心理学及其启示[M]. 秦裕林, 程瑶, 周海燕,等, 译. 北京: 人民邮电出版社, 2012.
ANDERSON J, Cognitive Psychology and Its Implications[M]. QIN Y L, CHENG Y, ZHOU H Y, XU Y, Translated. Beijing: People's Posts and Telecommunications Press, 2012
[6] JIANG Y W, GORN G J, GALLI M, et al.Does Your Company Have the Right Logo? How and Why Circular-and Angular-Logo Shapes Influence Brand Attribute Judgments[J]. Journal of Consumer Research, 2016, 42(5): 709-726.
[7] 潘冬香. 原型理论的认知心理学诠释[J]. 武汉理工大学学报(社会科学版), 2005, 18(4):512-514.
PAN D X.On Prototype Theory Within Cognitive Psychology[J]. Journal of Wuhan University of Technology (Social Science Edition), 2005, 18(4): 512-514.
[8] 王雪皎. 图标特征识别强弱的原型匹配模型研究[J]. 装饰, 2018(9): 98-100.
WANG X J.Research on Prototype Matching Model of Icon Feature Recognition Strength[J]. Zhuangshi, 2018(9): 98-100.
[9] YEH Y Y, LEE D S, KO Y H.Color Combination and Exposure Time on Legibility and EEG Response of Icon Presented on Visual Display Terminal[J]. Displays, 2013, 34(1): 33-38.
[10] BHATTACHARYYA D, CHOWDHURY B, CHATTERJEE T, et al.Selection of Character/Background Colour Combinations for Onscreen Searching Tasks: An Eye Movement, Subjective and Performance Approach[J]. Displays, 2014, 35(3): 101-109.
[11] 宫勇, 张三元, 沈法, 等. 色彩构成对图形符号视觉搜索效率的影响[J]. 计算机辅助设计与图形学学报, 2016, 28(7): 1115-1120.
GONG Y, ZHANG S Y, SHEN F, et al.Effect of Color Combination on Graphical Symbol Visual Search Efficiency[J]. Journal of Computer-Aided Design & Computer Graphics, 2016, 28(7): 1115-1120.
[12] HARRISON C, HSIEH G, WILLIS K D D, et al. Kineticons: Using Iconographic Motion in Graphical User Interface Design[C]//Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. Vancouver: ACM, 2011: 1999-2008.
[13] 刘翠林. 新媒体语境下标志的动态设计研究[J]. 包装工程, 2020, 41(8): 233-238.
LIU C L.Designing of Logo Animation in the Context of New Media[J]. Packaging Engineering, 2020, 41(8): 233-238.
[14] TONG M, CHEN S G, TANG W Z,ZHANG Y, et al.Selecting the Appropriate Speed for Rotational Elements in Human-Machine Interfaces: A Quantitative Study[J]. Journal of Eye Movement Research, 2024, 17(1): 1-21.
[15] PENG M J, LIANG M, HUANG H Y, et al.The Effect of Different Animated Brand Logos on Consumer Response—An Event-Related Potential and Self-Reported Study[J]. Computers in Human Behavior, 2023, 143: 107701.
[16] 金涛, 牛亚峰, 周蕾. 不同工作载荷下的警示性图标认知机理[J]. 东南大学学报(自然科学版), 2016, 46(6): 1204-1208.
JIN T, NIU Y F, ZHOU L.Cognitive Mechanism of Warning Icons under Different Working Loads[J]. Journal of Southeast University (Natural Science Edition), 2016, 46(6): 1204-1208.
[17] 严寒, 吴晓莉. 工业系统图标的语义性分析及图标可视化设计[J]. 人类工效学, 2020, 26(1): 26-30.
YAN H, WU X L.Visual Design of Industrial System Icons from Semantic Perspective[J]. Chinese Journal of Ergonomics, 2020, 26(1): 26-30.
[18] ROGERS Y.Icons at the Interface: Their Usefulness[J]. Interacting with Computers, 1989, 1(1): 105-117.
[19] 王甦, 汪安圣. 认知心理学: 心理学丛书[M]. 北京: 北京大学出版社, 1992.
WANG S, WANG A S.Cognitive Psychology: Psychological Series[M]. Beijing: Peking University Press, 1992.
[20] NYAMSUREN E, TAATGEN N A.The Effect of Visual Representation Style in Problem-solving: a Perspective from Cognitive Processes[J]. Plos One, 2013, 8(11): e80550
[21] MLLER G,POLLMANN S.Determing Subprocesses of Visual Feature Search with Reaction Time Models[J]. Psychological Research, 2003, 67( 2): 80-105.
[22] LI Y, ZHOU Y T,Attention Allocation of Dynamic Icons on Mobile App Interfaces[J]. Technical Gazette, 2023, 30(3): 863-871.
[23] LIN H, HSIEH Y C, WU F G.A Study on the Relationships between Different Presentation Modes of Graphical Icons and Users' Attention[J]. Computers in Human Behavior, 2016, 63: 218-228.
[24] 任宏, 邹媛媛, 王丹丹, 等. 基于ERP的扁平化与拟物化图标认知效率研究[J]. 包装工程, 2018, 39(18): 186-190.
REN H, ZOU Y Y, WANG D D, et al.Cognitive Efficiency of Flat and Skeuomorphic Icons Based on ERP[J]. Packaging Engineering, 2018, 39(18): 186-190.
[25] 王海燕, 黄雅梅, 陈默, 等. 图标视觉搜索行为的ACT-R认知模型分析[J]. 计算机辅助设计与图形学学报, 2016, 28(10): 1740-1749.
WANG H Y, HUANG Y M, CHEN M, et al.Analysis of Cognitive Model in Icon Search Behavior Based on ACT-R Model[J]. Journal of Computer-Aided Design & Computer Graphics, 2016, 28(10): 1740-1749.
[26] STAMMERS R B, HOFFMAN J.Transfer between Icon Sets and Ratings of Icon Concreteness and Appropriateness[J]. Proceedings of the Human Factors Society Annual Meeting, 1991, 35(5): 354-358.
[27] HUANG K C, CHIU T L.Visual Search Performance on an Lcd Monitor: Effects of Color Combination of Figure and Icon Background, Shape of Icon, and Line Width of Icon Border[J]. Perceptual and Motor Skills, 2007, 104(2): 562-574.
[28] SHEN Z F, XUE C Q, WANG H Y.Effects of Users' Familiarity with the Objects Depicted in Icons on the Cognitive Performance of Icon Identification[J]. i-Perception, 2018, 9(3): 2041669518780807.
[29] MICHALSKI R, GROBELNY J, KARWOWSKI W.The Effects of Graphical Interface Design Characteristics on Human-Computer Interaction Task Efficiency[J]. International Journal of Industrial Ergonomics, 2006, 36(11): 959-977.
[30] LIU W L, CAO Y Q, PROCTOR R W.How Do App Icon Color and Border Shape Influence Visual Search Efficiency and User Experience? Evidence from an Eye-Tracking Study[J]. International Journal of Industrial Ergonomics, 2021, 84: 103160.
[31] HUANG K C, CHEN C F, CHIANG S Y. Icon Flickering, Flicker Rate,Color Combinations of an Icon's Symbol/Background in Visual Search Performance[J]. Perceptual and Motor Skills, 2008, 106(1): 117-127.
[32] FLEETWOOD M D, BYRNE M D.Modeling Icon Search in ACT-R/PM[J]. Cognitive Systems Research, 2002, 3(1): 25-33.
[33] 张义泉, 许远理. 认知负荷测量模型简介[J]. 信阳师范学院学报(哲学社会科学版), 1997, 17(4): 62-65.
ZHANG Y Q, XU Y L.Brief Introduction of Cognitive Load Measurement Model[J]. Journal of Xinyang Normal University (Philosophy and Social Sciences Edition), 1997, 17(4): 62-65.
[34] 唐剑岚, 周莹. 认知负荷理论及其研究的进展与思考[J]. 广西师范大学学报(哲学社会科学版), 2008, 44(2): 75-83.
TANG J L, ZHOU Y.A Reconsideration of Cognitive Load Theory and Its Relevant Studies[J]. Journal of Guangxi Normal University (Philosophy and Social Sciences Edition), 2008, 44(2): 75-83.
[35] 赵敏君, 宫勇, 张三元. 不同认知负荷下图标类型对注意的影响[J]. 人类工效学, 2022, 28(3): 19-23.
ZHAO M J, GONG Y, ZHANG S Y.Effects of Icon Types on Attention under Different Cognitive Loads[J]. Chinese Journal of Ergonomics, 2022, 28(3): 19-23.
[36] BYRNE M D.ACT-R/PM and Menu Selection: Applying a Cognitive Architecture to HCI[J]. International Journal of Human-Computer Studies, 2001, 55(1): 41-84.
[37] LEUNG R, MCGRENERE J, GRAF P.Age-Related Differences in the Initial Usability of Mobile Device Icons[J]. Behaviour & Information Technology, 2011, 30(5): 629-642.
[38] 汪颖, 余姝姝. 针对老年用户的手机应用程序界面图标辨识度研究[J]. 包装工程, 2019, 40(8): 190-196.
WANG Y, YU S S.Icon Identification of Mobile Application Interface for Elderly Users[J]. Packaging Engineering, 2019, 40(8): 190-196.
[39] 张宁, 王倩颖. 基于能力需求匹配模型的老年图标设计[J]. 包装工程, 2022, 43(6): 103-109.
ZHANG N, WANG Q Y.Icon Designing Based on Ability Demand Matching Model for the Elderly[J]. Packaging Engineering, 2022, 43(6): 103-109.
[40] 邵云洒, 邢艳芳, 朱丽萍, 等. 基于眼动追踪的老年人信息服务终端图标设计研究[J]. 工业设计, 2016(12): 65-66.
SHAO Y S, XING Y F, ZHU L P, et al.Research on Icon Design of Information Service Terminal for the Elderly Based on Eye Tracking[J]. Industrial Design, 2016(12): 65-66.
[41] 蒋雨妤, 饶锦锋, 袁卫锋. 儿童交互界面图标色相差异的视觉工效研究[J]. 人类工效学, 2020, 26(3): 21-25.
JIANG Y Y, RAO J F, YUAN W F.Research of Hue Difference between Icons on Visual Ergonomics in Children's Interactive Interface[J]. Chinese Journal of Ergonomics, 2020, 26(3): 21-25.
[42] KAUR M.Designing Effective Animated Icons for Children[D].London: Brunel University, School of Information Systems, Computing and Mathematics, 2011.