基于CiteSpace的全球智能家居行业研究知识图谱分析

doi:10.19784/j.cnki.issn1672-0172.2022.02.010

Abstract

Abstract: Based on the 14411 documents of the WOS core collections from 2011 to 2020 in the smart home field, the paper employs CiteSpace software to map the paper author, institution, keywords, co-citation and develop the result visualization. Result shows China and the United States play a leading role in the smart home field. Smart grid, energy management system and IoT technology is the hot spots field and also get the researcher’s attention. Meanwhile, the global researcher should make a cooperation in the intelligent scene for artificial intelligence (AI) technology has few application in the smart home field. The hot research topic and industry development trend have been given to guide the enterprises and research institutes to strategic planning, technical layout and intelligence analysis better development.

Key words: Smart home, CiteSpace, Knowledge map, Smart grid, Strategic planning

CLC Number:

TS976.8

LU Xiaoping, JIANG Minsheng, SUN Min, WANG Chao, WANG Yumei, ZHANG Chengqiao. Knowledge map of the global smart home research based on CiteSpace[J]. Journal of Appliance Science & Technology, 2022, 0(2): 56-61.

References

[1] 陈丽芬, 储成诚, 赵鹏, 等. 智能家居管理单元软件系统的设计与实现[J]. 家电科技, 2021(02): 84-88.
[2] 李红伟, 焦利敏. 智能家居语音交互测试关键技术的研究及应用[J]. 家电科技, 2020(06): 27.
[3] 黄倩怡, 李志洋, 谢文涛, 等. 智能家居中的边缘计算[J]. 计算机研究与发展, 2020, 57(09): 1800-1809.
[4] 程翔, 许正荣, 张昆明. 基于物联网的智能家居控制系统设计[J]. 传感器与微系统, 2021, 40(03): 106-108, 111.
[5] 毛博, 徐恪, 金跃辉, 等. DeepHome: 一种基于深度学习的智能家居管控模型[J]. 计算机学报, 2018, 41(12): 2689-2701.
[6] 王江涛, 何人可. 基于用户行为的智能家居产品设计方法研究与应用[J]. 包装工程, 2021(12): 142-148.
[7] 王尔卓, 袁翔, 李士岩. 智能家居场景中会话智能体主动交互设计研究[J]. 图学学报, 2020, 41(04): 658-666.
[8] 徐雅芸, 曾碧, 梁天恺, 等. 面向家居用户行为预测的Bi GRU-DAtt模型研究[J]. 计算机工程与应用, 2020, 56(12): 237-242.
[9] 齐青. Web of Science的检索和应用[J]. 图书馆工作与研究, 2013(02):110-112.
[10] Small H.Paradigms, citations, and maps of science: A personal history[J]. Journal of the American Society for Information Science and Technology, 2003, 54(05): 394-399.
[11] White H D.Pathfinder networks and author co-citation analysis: A remapping of paradigmatic information scientists[J]. Journal of the American Society for Information Science & Technology, 2003, 54(05): 423-434.
[12] 陈悦, 陈超美, 刘则渊, 等. CiteSpace知识图谱的方法论功能[J]. 科学学研究, 2015, 33(02): 242-253.
[13] Liming Chen, Jesse Hoey, Chris D.Nugent, et al. Sensor-Based Activity Recognition[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 2012, 42(06): 790-808.
[14] Zhou B, Li W, Chan K W, et al.Smart home energy management systems: Concept, configurations, and scheduling strategies[J]. Renewable and Sustainable Energy Reviews, 2016.
[15] Al-Fuqaha A, Guizani M, Mohammadi M, et al.Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications[J]. IEEE Communications Surveys & Tutorials, 2015, 17(04): 2347-2376.
[16] Gubbi J, Buyya R, Marusic S, et al.Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions[J]. Future Generation Computer Systems, 2013, 29(07): 1645-1660.
[17] Pierluigi Siano.Demand response and smart grids—A survey[J]. Renewable and Sustainable Energy Reviews, 2014, 30: 461-478.
[18] Marc Beaudin, Hamidreza Zareipour.Home energy management systems: A review of modeling and complexity[J]. Renewable and Sustainable Energy Reviews, 2015, 45: 318-335.
[19] Amjad Anvari-Moghaddam, Hassan Monsef, Ashkan Rahimi-Kian.Optimal Smart Home Energy Management Considering Energy Saving and a Comfortable Lifestyle[J]. IEEE Transactions on Smart Grid, 2015, 6(01): 324-332.
[20] Biljana L. Risteska Stojkoska, Kire V.Trivodaliev. A review of Internet of Things for smart home: Challenges and solution[J]. Journal of Cleaner Production, 2017, 140(03): 1454-1464.
[21] Amir-Hamed Mohsenian-Rad, Alberto Leon-Garcia. Optimal Residential Load Control With Price Prediction in Real-Time Electricity Pricing Environments[J]. IEEE TRANSACTIONS ON SMART GRID, 2010, 1(02): 120-133.
[22] Zanella Andrea, Bui Nicola, Castellani Angelo, et al.Internet of Things for Smart Cities[J]. IEEE Internet of Things Journal, 2014, 1(01): 22-32.
[23] Narayanan C. Krishnan, Diane J.Cook. Activity recognition on streaming sensor data[J]. Pervasive and Mobile Computing, 2104,10: 138-154.

[1]	. [J]. Journal of Appliance Science & Technology, 2022, 0(1): 2 .
[2]	. [J]. Journal of Appliance Science & Technology, 2022, 0(1): 8 -13 .
[3]	. [J]. Journal of Appliance Science & Technology, 2022, 0(1): 14 .
[4]	. [J]. Journal of Appliance Science & Technology, 2022, 0(1): 124 -125 .
[5]	. [J]. Journal of Appliance Science & Technology, 2022, 0(1): 126 -127 .
[6]	. [J]. Journal of Appliance Science & Technology, 2022, 0(2): 2 .
[7]	. [J]. Journal of Appliance Science & Technology, 2022, 0(2): 8 -13 .
[8]	. [J]. Journal of Appliance Science & Technology, 2022, 0(2): 14 .
[9]	. [J]. Journal of Appliance Science & Technology, 2022, 0(2): 15 .
[10]	LI Wei, LIANG Longxu, LI Tongqin. Study on energy saving technology of refrigerator air duct[J]. Journal of Appliance Science & Technology, 2022, 0(2): 16 -20 .

Knowledge map of the global smart home research based on CiteSpace

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 10

Metrics

Comments

Recommended 10

[1]	SHEN Jingwen, YU Guitao, LIU Junxiang, QIN Zhen, SHEN Suli. Design of cloud voice multi-device priority control system [J]. Journal of Appliance Science & Technology, 2021, 0(zk): 146-150.
[2]	LIU Ying, GAO Xu, XIONG Jun. A brief discussion on the intelligent technology of household air conditioner in Japan [J]. Journal of Appliance Science & Technology, 2021, 0(zk): 473-477.
[3]	ZHANG Zuoqiang, YU Yan, CHEN Huafang. Research on network configuration method and experience of Wi-Fi smart appliances based on NFC Technology [J]. Journal of Appliance Science & Technology, 2021, 0(zk): 489-493.
[4]	LI Yan, ZHANG Yanyan, ZHAO Yichen, YUAN Xiaoxi. Research on the influence of microwave oven on Wi-Fi communication of smart home appliances [J]. Journal of Appliance Science & Technology, 2020, 0(zk): 102-105.
[5]	YU Xinyang, TANG Nianhang, WAN Xinming, HUANG Cheng, GUAN Xiangzhen, TENG Donghui. The research on the application of spectral analysis technology in smart home appliances [J]. Journal of Appliance Science & Technology, 2020, 0(6): 54-58.
[6]	CHEN Lifen, YE Xunkai, ZHAO Peng, ZHOU Zhongliang, CHU Chengcheng, LI Yuxiang. Implementation of a multi-protocal interoperable intelligent gateway [J]. Journal of Appliance Science & Technology, 2020, 0(2): 92-97.
[7]	REN Fei, LI Hongwei, MA Xiaoyu. Establishment of safety and security evaluation system for smart home in network environment [J]. Journal of Appliance Science & Technology, 2019, 0(4): 116-121.
[8]	BAO Jianke. Development of smart home system for improving sleep quality [J]. Journal of Appliance Science & Technology, 2018, 0(10): 26-29.
[9]	BAO Jianke. Development of smart home appliances based on NB-IoT technology [J]. Journal of Appliance Science & Technology, 2018, 0(10): 50-53.
[10]	CHEN Lifen, ZHAO Peng, LI Yuxiang, MA Qing, CHU Chengcheng. Implementation of a smart household appliance communication reliability test system [J]. Journal of Appliance Science & Technology, 2018, 0(10): 54-57.