Article(id=1149673292677689752, tenantId=1146029695717560320, journalId=1146123222451335185, issueId=1149670639897854094, articleNumber=1671-1807(2025)10-0258-08, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1726675200000, receivedDateStr=2024-09-19, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1752033072871, onlineDateStr=2025-07-09, pubDate=1748102400000, pubDateStr=2025-05-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1752033072871, onlineIssueDateStr=2025-07-09, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1752033072871, creator=13701087609, updateTime=1752033072871, updator=13701087609, issue=Issue{id=1149670639897854094, tenantId=1146029695717560320, journalId=1146123222451335185, year='2025', volume='25', issue='10', pageStart='1', pageEnd='377', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=0, createTime=1752032440399, creator=13701087609, updateTime=1756780756355, updator=15831073675, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1169586520596947842, tenantId=1146029695717560320, journalId=1146123222451335185, issueId=1149670639897854094, language=EN, specialIssueTitle=, coverIllustrator=, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1169586520596947843, tenantId=1146029695717560320, journalId=1146123222451335185, issueId=1149670639897854094, language=CN, specialIssueTitle=, coverIllustrator=, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=258, endPage=265, ext={EN=ArticleExt(id=1151877663368507500, articleId=1149673292677689752, tenantId=1146029695717560320, journalId=1146123222451335185, language=EN, title=Hot Spot Analysis of Smart Community Research Based on CiteSpace, columnId=1151877659430055969, journalTitle=Science Technology and Industry, columnName=Governance & Performance, runingTitle=null, highlight=null, articleAbstract=
In the context of smart city development, the intelligent transformation of communities, as a critical juncture for the interaction between urban information and residents’ daily lives, has become increasingly significant. Based on 251 relevant articles from the CNKI database spanning 2012 to 2024, bibliometric analysis was employed and CiteSpace6.3.R1 was used to visualize keyword co-occurrences, clustering and emerging trends, thereby the research hotspots and frontiers in smart community development was identified. The findings show that future advancements should focus on five key areas, such as information security, human-centered design, smart elderly care services, sustainability and resilience and equitable public service provision.
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在智慧城市建设中,社区作为城市信息与居民生活交互的关键环节,其智慧化建设变得尤为重要。基于2012—2024年中国知网(CNKI)数据库中251篇文献,采用文献计量法并利用CiteSpace6.3.R1可视化工具绘制关键词共现、聚类及突现的知识图谱,进而分析智慧社区的研究热点和前沿趋势。研究表明,未来智慧社区的发展应重点关注信息安全、人本导向设计、智慧养老服务、可持续及韧性建设、公共服务均等化这五大关键领域。
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邹杰(2000—),女,四川德阳人,硕士研究生,研究方向为城乡建设可持续发展
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陈蓉(1994—),女,内蒙古包头人,硕士,讲师,研究方向为城乡建设可持续发展;
张爱琳(1978—),女,山东肥城人,硕士,副教授,研究方向为绿色建筑与城市可持续发展。
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1, 2, address=1. School of Civil Engineering, Inner Mongolia University of Science & Technology, Baotou 014010, Inner Mongolia, China
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陈蓉(1994—),女,内蒙古包头人,硕士,讲师,研究方向为城乡建设可持续发展;
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1, 2, address=1. School of Civil Engineering, Inner Mongolia University of Science & Technology, Baotou 014010, Inner Mongolia, China
2. Intelligent Construction and Operation Engineering Research Center at Universities of Inner Mongolia Autonomous Region, Baotou 014010, Inner Mongolia, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1173173746740375611, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, authorId=1173173746509688887, language=CN, stringName=张爱琳, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
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张爱琳(1978—),女,山东肥城人,硕士,副教授,研究方向为绿色建筑与城市可持续发展。
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张爱琳(1978—),女,山东肥城人,硕士,副教授,研究方向为绿色建筑与城市可持续发展。
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34(4): 466-472., articleTitle=中国城市社区管理与服务的智慧化路径, refAbstract=null), Reference(id=1173173750167122022, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2014, volume=null, issue=10, pageStart=13, pageEnd=17, url=null, language=null, rfNumber=[9], rfOrder=8, authorNames=申悦, 柴彦威, 马修军, journalName=现代城市研究, refType=null, unstructuredReference=申悦, 柴彦威, 马修军. 人本导向的智慧社区的概念、模式与架构[J].
现代城市研究,
2014(10): 13-17., articleTitle=人本导向的智慧社区的概念、模式与架构, refAbstract=null), Reference(id=1173173750225842279, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2013, volume=33, issue=9, pageStart=53, pageEnd=56, url=null, language=null, rfNumber=[10], rfOrder=9, authorNames=郑从卓, 顾德道, 高光耀, journalName=科技管理研究, refType=null, unstructuredReference=郑从卓, 顾德道, 高光耀. 我国智慧社区服务体系构建的对策研究[J].
科技管理研究,
2013,
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上海行政学院学报,
2022,
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公共管理学报,
2020,
17(4): 110-125., articleTitle=智慧社区建设何以可能?——基于整合性行动框架的分析, refAbstract=null), Reference(id=1173173750464917610, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2017, volume=18, issue=6, pageStart=4, pageEnd=13, url=null, language=null, rfNumber=[13], rfOrder=12, authorNames=姜晓萍, 张璇, journalName=上海行政学院学报, refType=null, unstructuredReference=姜晓萍, 张璇. 智慧社区的关键问题: 内涵、维度与质量标准[J].
上海行政学院学报,
2017,
18(6): 4-13., articleTitle=智慧社区的关键问题: 内涵、维度与质量标准, refAbstract=null), Reference(id=1173173750536220779, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2024, volume=40, issue=1, pageStart=50, pageEnd=59, url=null, language=null, rfNumber=[14], rfOrder=13, authorNames=王江, 王健, journalName=规划师, refType=null, unstructuredReference=王江, 王健. 智慧社区人本化转型的行动框架与策略——基于“人-技术-空间-平台”四维互嵌视角[J].
规划师,
2024,
40(1): 50-59., articleTitle=智慧社区人本化转型的行动框架与策略——基于“人-技术-空间-平台”四维互嵌视角, refAbstract=null), Reference(id=1173173750687215724, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=null, issue=1, pageStart=14, pageEnd=19, url=null, language=null, rfNumber=[15], rfOrder=14, authorNames=阮永俭, 张新长, 居圣哲, journalName=测绘通报, refType=null, unstructuredReference=阮永俭, 张新长, 居圣哲, 等. 智慧城市快速建设背景下的老旧社区智慧化改造探讨[J].
测绘通报,
2023(1): 14-19., articleTitle=智慧城市快速建设背景下的老旧社区智慧化改造探讨, refAbstract=null), Reference(id=1173173750762713197, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=39, issue=3, pageStart=20, pageEnd=26, url=null, language=null, rfNumber=[16], rfOrder=15, authorNames=魏玺, 甄峰, 孔宇, journalName=规划师, refType=null, unstructuredReference=魏玺, 甄峰, 孔宇. 社区智慧治理技术框架构建研究[J].
规划师,
2023,
39(3): 20-26., articleTitle=社区智慧治理技术框架构建研究, refAbstract=null), Reference(id=1173173750859182190, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2021, volume=35, issue=2, pageStart=137, pageEnd=144, url=null, language=null, rfNumber=[17], rfOrder=16, authorNames=邵新哲, 计国君, journalName=软科学, refType=null, unstructuredReference=邵新哲, 计国君. 城市网格化管理与智慧社区协同运作机制研究——以四川省S市社区网格化管理为例[J].
软科学,
2021,
35(2): 137-144., articleTitle=城市网格化管理与智慧社区协同运作机制研究——以四川省S市社区网格化管理为例, refAbstract=null), Reference(id=1173173750930485359, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=null, issue=2, pageStart=72, pageEnd=82, url=null, language=null, rfNumber=[18], rfOrder=17, authorNames=杨秀勇, 朱鑫磊, 曹现强, journalName=电子政务, refType=null, unstructuredReference=杨秀勇, 朱鑫磊, 曹现强. 数字治理驱动居民社区参与: 作用效果及限度——基于“全国社区治理和服务创新实验区”的实证研究[J].
电子政务,
2023(2): 72-82., articleTitle=数字治理驱动居民社区参与: 作用效果及限度——基于“全国社区治理和服务创新实验区”的实证研究, refAbstract=null), Reference(id=1173173751014371440, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2021, volume=40, issue=11, pageStart=119, pageEnd=125, url=null, language=null, rfNumber=[19], rfOrder=18, authorNames=韩勇, 朱懿, journalName=企业经济, refType=null, unstructuredReference=韩勇, 朱懿. 智慧社区服务供给机制创新——以广西北海市智慧政务服务平台应用为例[J].
企业经济,
2021,
40(11): 119-125., articleTitle=智慧社区服务供给机制创新——以广西北海市智慧政务服务平台应用为例, refAbstract=null), Reference(id=1173173751081480305, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2022, volume=38, issue=9, pageStart=195, pageEnd=196, url=null, language=null, rfNumber=[20], rfOrder=19, authorNames=杜秀君, 舒成业, journalName=建筑科学, refType=null, unstructuredReference=杜秀君, 舒成业. 人工智能门禁系统在智慧社区中的实践应用[J].
建筑科学,
2022,
38(9): 195-196., articleTitle=人工智能门禁系统在智慧社区中的实践应用, refAbstract=null), Reference(id=1173173751177949298, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2024, volume=45, issue=6, pageStart=458, pageEnd=null, url=null, language=null, rfNumber=[21], rfOrder=20, authorNames=程嘉萱, 邝慧仪, journalName=包装工程, refType=null, unstructuredReference=程嘉萱, 邝慧仪. 智慧社区垃圾分类系统设计[J].
包装工程,
2024,
45(6): 458., articleTitle=智慧社区垃圾分类系统设计, refAbstract=null), Reference(id=1173173751249252467, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2024, volume=null, issue=3, pageStart=23, pageEnd=30, url=null, language=null, rfNumber=[22], rfOrder=21, authorNames=李昊, 孔德博, 王美娜, journalName=上海城市规划, refType=null, unstructuredReference=李昊, 孔德博, 王美娜. 技术-空间视角下的智慧社区适老化响应模式与融合发展策略[J].
上海城市规划,
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中国老年学杂志,
2021,
41(12): 2675-2681., articleTitle=互联网+智慧养老: 基于O2O理念下的社区居家养老服务模式, refAbstract=null), Reference(id=1173173751391858805, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2017, volume=45, issue=1, pageStart=89, pageEnd=97, url=null, language=null, rfNumber=[24], rfOrder=23, authorNames=王珺, 顾伟, 张成龙, journalName=电力系统保护与控制, refType=null, unstructuredReference=王珺, 顾伟, 张成龙, 等. 智能社区综合能源优化管理研究[J].
电力系统保护与控制,
2017,
45(1): 89-97., articleTitle=智能社区综合能源优化管理研究, refAbstract=null), Reference(id=1173173751458967670, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2012, volume=null, issue=11, pageStart=13, pageEnd=15, url=null, language=null, rfNumber=[25], rfOrder=24, authorNames=王京春, 高斌, 类延旭, journalName=理论导刊, refType=null, unstructuredReference=王京春, 高斌, 类延旭, 等. 浅析智慧社区的相关概念及其应用实践——以北京市海淀区清华园街道为例[J].
理论导刊,
2012(11): 13-15., articleTitle=浅析智慧社区的相关概念及其应用实践——以北京市海淀区清华园街道为例, refAbstract=null), Reference(id=1173173751521882231, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2014, volume=33, issue=1, pageStart=123, pageEnd=127, url=null, language=null, rfNumber=[26], rfOrder=25, authorNames=王令群, 何世钧, 袁小华, journalName=实验室研究与探索, refType=null, unstructuredReference=王令群, 何世钧, 袁小华, 等. 基于J2EE和云计算的智慧社区架构设计[J].
实验室研究与探索,
2014,
33(1): 123-127., articleTitle=基于J2EE和云计算的智慧社区架构设计, refAbstract=null), Reference(id=1173173751588991096, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2015, volume=35, issue=13, pageStart=29, pageEnd=33, url=null, language=null, rfNumber=[27], rfOrder=26, authorNames=张燕, 余庆泽, journalName=科技管理研究, refType=null, unstructuredReference=张燕, 余庆泽. 我国智慧云社区公共信息平台构架与应用功能研究[J].
科技管理研究,
2015,
35(13): 29-33., articleTitle=我国智慧云社区公共信息平台构架与应用功能研究, refAbstract=null), Reference(id=1173173751689654393, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2015, volume=46, issue=S1, pageStart=136, pageEnd=137, url=null, language=null, rfNumber=[28], rfOrder=27, authorNames=洪苑乾, 李金生, 刘坦, journalName=建筑技术, refType=null, unstructuredReference=洪苑乾, 李金生, 刘坦, 等. 智慧医疗在智慧社区中的建设和实践[J].
建筑技术,
2015,
46(S1): 136-137., articleTitle=智慧医疗在智慧社区中的建设和实践, refAbstract=null), Reference(id=1173173751744180346, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2016, volume=null, issue=S2, pageStart=245, pageEnd=247, url=null, language=null, rfNumber=[29], rfOrder=28, authorNames=贺凯盈, 杨志强, journalName=测绘通报, refType=null, unstructuredReference=贺凯盈, 杨志强. 智慧社区管理系统建设[J].
测绘通报,
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运筹与管理,
2024,
33(4): 92-98., articleTitle=考虑地方政府部门协同和居民信息隐私关注的智慧社区建设演化博弈分析, refAbstract=null), Reference(id=1173173751857426556, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=30, issue=10, pageStart=75, pageEnd=84, url=null, language=null, rfNumber=[31], rfOrder=30, authorNames=王江, 王健, journalName=城市发展研究, refType=null, unstructuredReference=王江, 王健. 复杂适应系统理论视角下智慧社区向“人本主义”转型发展的逻辑重构[J].
城市发展研究,
2023,
30(10): 75-84., articleTitle=复杂适应系统理论视角下智慧社区向“人本主义”转型发展的逻辑重构, refAbstract=null), Reference(id=1173173751916146813, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=30, issue=11, pageStart=117, pageEnd=125, url=null, language=null, rfNumber=[32], rfOrder=31, authorNames=汝鹏, 蒋思杨, journalName=城市发展研究, refType=null, unstructuredReference=汝鹏, 蒋思杨. 社区智能设备使用、社区信任与社区参与——基于智慧门禁典型场景的实证研究[J].
城市发展研究,
2023,
30(11): 117-125., articleTitle=社区智能设备使用、社区信任与社区参与——基于智慧门禁典型场景的实证研究, refAbstract=null), Reference(id=1173173751983255678, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2023, volume=23, issue=30, pageStart=12966, pageEnd=12975, url=null, language=null, rfNumber=[33], rfOrder=32, authorNames=李擎, 王岁宁, 崔家瑞, journalName=科学技术与工程, refType=null, unstructuredReference=李擎, 王岁宁, 崔家瑞, 等. 考虑电动汽车充放电的智慧社区强化学习能源优化调度策略[J].
科学技术与工程,
2023,
23(30): 12966-12975., articleTitle=考虑电动汽车充放电的智慧社区强化学习能源优化调度策略, refAbstract=null), Reference(id=1173173752041975935, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, doi=null, pmid=null, pmcid=null, year=2024, volume=40, issue=2, pageStart=84, pageEnd=94, url=null, language=null, rfNumber=[34], rfOrder=33, authorNames=徐丁吉, 郑杨, 楚云飞, journalName=电网与清洁能源, refType=null, unstructuredReference=徐丁吉, 郑杨, 楚云飞, 等. 基于强化学习的智慧社区广义负荷协同互动调度策略[J].
电网与清洁能源,
2024,
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国内智慧社区研究关键词共现知识图谱, figureFileSmall=SMgtDhwkI2wP39xtAQx6xw==, figureFileBig=ULAjX/go2aN7dbE+9x18VQ==, tableContent=null), ArticleFig(id=1173173748120301646, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, language=EN, label=null, caption=null, figureFileSmall=DiDnHEeeKJ7Gv43ICi9E8Q==, figureFileBig=pCvoae52ZYM/nWPJngKHLw==, tableContent=null), ArticleFig(id=1173173748195799119, tenantId=1146029695717560320, journalId=1146123222451335185, articleId=1149673292677689752, language=CN, label=图6, caption=
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| 排名 | 作者 | 发文量/篇 | 初现年份 |
| 1 | 何继新 | 6 | 2016 |
| 2 | 甄峰 | 4 | 2017 |
| 3 | 刘泉 | 4 | 2020 |
| 4 | 何海清 | 3 | 2019 |
| 5 | 朱懿 | 3 | 2020 |
| 6 | 朱琳 | 3 | 2014 |
| 7 | 宋煜 | 3 | 2012 |
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主要作者发文量
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| 排名 | 作者 | 发文量/篇 | 初现年份 |
| 1 | 何继新 | 6 | 2016 |
| 2 | 甄峰 | 4 | 2017 |
| 3 | 刘泉 | 4 | 2020 |
| 4 | 何海清 | 3 | 2019 |
| 5 | 朱懿 | 3 | 2020 |
| 6 | 朱琳 | 3 | 2014 |
| 7 | 宋煜 | 3 | 2012 |
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| 被引次数 | 作者 | 论文标题 | 发表年份 | 主要观点 |
| 441 | 陈莉等 | 智慧社区养老服务体系构建研究 | 2016 | 围绕智慧社区养老服务的构建原则、服务内容、服务载体及平台设计进行了讨论,并针对其中的不足之处,建议政府建设养老服务平台以促进信息共享和优化服务管理[6] |
| 315 | 潘峰等 | 互联网+社区养老:智能养老新思维 | 2015 | 针对现有社区养老模式的问题,提出“互联网+社区养老”的新方法,旨在建立智能化的居家养老服务模式[7] |
| 287 | 柴彦威等 | 中国城市社区管理与服务的智慧化路径 | 2015 | 提出中国城市社区管理和服务业智慧化的路径,强调在行为和社会空间层面实现社区的重新构建;并通过基于居民时空行为的模式挖掘和需求分析,引导居民的行为[8] |
| 269 | 申悦等 | 人本导向的智慧社区的概念、模式与架构 | 2014 | 提倡构建以人为本的智慧社区,强调政府、企业和居民三方面的协作[9] |
| 256 | 郑从卓等 | 我国智慧社区服务体系构建的对策研究 | 2013 | 结合国内外智慧社区建设的经验,分析其中存在的问题,并提出相应的对策建议[10] |
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智慧社区主题下高被引文献前5位排序及其主要观点
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| 被引次数 | 作者 | 论文标题 | 发表年份 | 主要观点 |
| 441 | 陈莉等 | 智慧社区养老服务体系构建研究 | 2016 | 围绕智慧社区养老服务的构建原则、服务内容、服务载体及平台设计进行了讨论,并针对其中的不足之处,建议政府建设养老服务平台以促进信息共享和优化服务管理[6] |
| 315 | 潘峰等 | 互联网+社区养老:智能养老新思维 | 2015 | 针对现有社区养老模式的问题,提出“互联网+社区养老”的新方法,旨在建立智能化的居家养老服务模式[7] |
| 287 | 柴彦威等 | 中国城市社区管理与服务的智慧化路径 | 2015 | 提出中国城市社区管理和服务业智慧化的路径,强调在行为和社会空间层面实现社区的重新构建;并通过基于居民时空行为的模式挖掘和需求分析,引导居民的行为[8] |
| 269 | 申悦等 | 人本导向的智慧社区的概念、模式与架构 | 2014 | 提倡构建以人为本的智慧社区,强调政府、企业和居民三方面的协作[9] |
| 256 | 郑从卓等 | 我国智慧社区服务体系构建的对策研究 | 2013 | 结合国内外智慧社区建设的经验,分析其中存在的问题,并提出相应的对策建议[10] |
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| 关键词 | 出现频次 | 中介中心性 | 初现年份 |
| 智慧社区 | 130 | 1.21 | 2012 |
| 社区治理 | 36 | 0.23 | 2015 |
| 智慧城市 | 14 | 0.10 | 2013 |
| 大数据 | 12 | 0.06 | 2015 |
| 智慧养老 | 10 | 0.05 | 2018 |
| 智能社区 | 9 | 0.10 | 2014 |
| 电子政务 | 8 | 0.02 | 2012 |
| 公共服务 | 7 | 0.03 | 2014 |
| 信息化 | 7 | 0.08 | 2012 |
| 社区服务 | 7 | 0.01 | 2012 |
| 智慧治理 | 6 | 0.01 | 2017 |
| 居家养老 | 5 | 0.02 | 2017 |
| 人工智能 | 5 | 0.02 | 2020 |
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排名前10的智慧社区领域研究高频关键词及其属性
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| 关键词 | 出现频次 | 中介中心性 | 初现年份 |
| 智慧社区 | 130 | 1.21 | 2012 |
| 社区治理 | 36 | 0.23 | 2015 |
| 智慧城市 | 14 | 0.10 | 2013 |
| 大数据 | 12 | 0.06 | 2015 |
| 智慧养老 | 10 | 0.05 | 2018 |
| 智能社区 | 9 | 0.10 | 2014 |
| 电子政务 | 8 | 0.02 | 2012 |
| 公共服务 | 7 | 0.03 | 2014 |
| 信息化 | 7 | 0.08 | 2012 |
| 社区服务 | 7 | 0.01 | 2012 |
| 智慧治理 | 6 | 0.01 | 2017 |
| 居家养老 | 5 | 0.02 | 2017 |
| 人工智能 | 5 | 0.02 | 2020 |
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| 聚类编号 | 聚类名称 | Silhouette值 | LLR标签词 |
| #0 | 智慧社区 | 1.000 | 智慧社区(11.98,0.001);社区治理(9.68,0.005);智能社区(4.34,0.05);信息化(4.34,0.05);社区(4.34,0.05) |
| #1 | 社区治理 | 0.900 | 社区治理(33.88,0.000 1);数字治理(15.77,0.000 1);技术治理(11.78,0.001);数字社会(7.83,0.010);数字社区(7.83,0.010) |
| #2 | 信息化 | 0.886 | 信息化(16.19,0.000 1);公共服务(13.59,0.001);电子政务(13.59,0.001) |
| #3 | 大数据 | 0.864 | 大数据(16.19,0.000 1);人工智能(10.73,0.005);社区自治(10.73,0.005);云计算(10.73,0.005);功能研究(5.33,0.050) |
| #4 | 城市社区 | 0.932 | 城市社区(20.69,0.000 1),智慧治理(10.23,0.005),互联网+(10.23,0.005),社区网络(5.09,0.050),应急治理(5.09,0.050) |
| #5 | 居家养老 | 0.930 | 居家养老(16.4,0.000 1),养老服务(16.4,0.000 1),物联网技术(10.87,0.001);供给机制(10.87,0.001);老年(10.87,0.001) |
| #6 | 智慧城市 | 0.945 | 智慧城市(22.91,0.000 1),未来社区(17.07,0.000 1),创意阶层(11.3,0.001);空间尺度(5.62,0.050);功能混合(5.62,0.050) |
| #7 | 智能社区 | 0.94 | 智能社区(14.28,0.001);能源管理系统(6.82,0.010),分层优化(6.82,0.010);用户评价(6.82,0.010) |
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智慧社区热点关键词聚类及标签词信息
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| 聚类编号 | 聚类名称 | Silhouette值 | LLR标签词 |
| #0 | 智慧社区 | 1.000 | 智慧社区(11.98,0.001);社区治理(9.68,0.005);智能社区(4.34,0.05);信息化(4.34,0.05);社区(4.34,0.05) |
| #1 | 社区治理 | 0.900 | 社区治理(33.88,0.000 1);数字治理(15.77,0.000 1);技术治理(11.78,0.001);数字社会(7.83,0.010);数字社区(7.83,0.010) |
| #2 | 信息化 | 0.886 | 信息化(16.19,0.000 1);公共服务(13.59,0.001);电子政务(13.59,0.001) |
| #3 | 大数据 | 0.864 | 大数据(16.19,0.000 1);人工智能(10.73,0.005);社区自治(10.73,0.005);云计算(10.73,0.005);功能研究(5.33,0.050) |
| #4 | 城市社区 | 0.932 | 城市社区(20.69,0.000 1),智慧治理(10.23,0.005),互联网+(10.23,0.005),社区网络(5.09,0.050),应急治理(5.09,0.050) |
| #5 | 居家养老 | 0.930 | 居家养老(16.4,0.000 1),养老服务(16.4,0.000 1),物联网技术(10.87,0.001);供给机制(10.87,0.001);老年(10.87,0.001) |
| #6 | 智慧城市 | 0.945 | 智慧城市(22.91,0.000 1),未来社区(17.07,0.000 1),创意阶层(11.3,0.001);空间尺度(5.62,0.050);功能混合(5.62,0.050) |
| #7 | 智能社区 | 0.94 | 智能社区(14.28,0.001);能源管理系统(6.82,0.010),分层优化(6.82,0.010);用户评价(6.82,0.010) |
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