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TgStore: An Efficient Storage System for Large Time-Evolving Graphs SCIE
期刊论文 | 2024 , 10 (2) , 158-173 | IEEE TRANSACTIONS ON BIG DATA
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Abstract :

Existing graph systems focus mainly on the execution efficiency of the graph analysis tasks, often ignoring the importance and efficiency of time-evolving graph storage. However, to effectively mine the potential application values, an efficient storage system is important for time-evolving graphs whose storage requirement scales with the increasing number of snapshots. Storage cost and snapshot access speed are the two most important performance indicators for a time-evolving graph storage system, which are challenging for designers of such systems because they are conflicting goals. In this article, we address these challenges by proposing an efficient storage scheme for the large time-evolving graphs. We first design a Snapshot-level Data Deduplication (SLDD) strategy to eliminate the large number of repeated vertices and edges among the snapshots, and then a Structure-Changing Graph Representation (SCGR) to significantly improve the snapshot access speed. We implement an efficient time-evolving graph storage system, TgStore, based on this scheme to effectively store large-scale time-evolving graphs, aiming to efficiently support the time-evolving graph analysis tasks. Experimental results show that TgStore can obtain a high compression ratio of 43.03:1 when storing 100 snapshots of Twitter, while with an average snapshot access speedup of 16x. Efficient storage scheme enables TgStore to efficiently support time-evolving graph algorithms. For example, when executing the Pagerank algorithm on the time-evolving graph of Twitter, TgStore outperforms Graphone, a state-of-the-art time-evolving graph storage system, by 15.9x in algorithm execution speed and 1.45x in memory usage.

Keyword :

Big Data Big Data Blogs Blogs Costs Costs data deduplication data deduplication data representation data representation Market research Market research Pandemics Pandemics Social networking (online) Social networking (online) storage system storage system Task analysis Task analysis Time-evolving graph Time-evolving graph

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GB/T 7714 Cheng, Yongli , Ma, Yan , Jiang, Hong et al. TgStore: An Efficient Storage System for Large Time-Evolving Graphs [J]. | IEEE TRANSACTIONS ON BIG DATA , 2024 , 10 (2) : 158-173 .
MLA Cheng, Yongli et al. "TgStore: An Efficient Storage System for Large Time-Evolving Graphs" . | IEEE TRANSACTIONS ON BIG DATA 10 . 2 (2024) : 158-173 .
APA Cheng, Yongli , Ma, Yan , Jiang, Hong , Zeng, Lingfang , Wang, Fang , Xu, Xianghao et al. TgStore: An Efficient Storage System for Large Time-Evolving Graphs . | IEEE TRANSACTIONS ON BIG DATA , 2024 , 10 (2) , 158-173 .
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ICT应用下居家养老服务"数字鸿沟"的形成机理与规划对策研究——以福州市中心城区为例
期刊论文 | 2024 , 3 (3) , 15-22 | 上海城市规划
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当前我国社会正处于老龄化与信息化相互交织的关键时期.研究ICT应用下城市老年人获取居家养老服务过程中"数字鸿沟"问题的形成机理与规划对策,对于老年友好社区的智慧化升级与智慧社区的适老化设计有重要意义.以福州市中心城区为例,运用回归分析等方法,分析不同类型老年人的信息化水平,比较其对不同类型ICT智慧居家养老服务的使用意愿与使用能力,进而探究ICT智慧居家养老服务"数字鸿沟"的影响因素、形成原因和发生场景.在此基础上,结合福州市居家养老服务设施建设现状,提出社区信息中心的功能组织与空间配置策略,以期为弥合城市老年人智慧居家养老"数字鸿沟"、提升智慧养老服务供需匹配水平提供借鉴.

Keyword :

创新空间 创新空间 南京 南京 城市更新 城市更新 城市硅巷 城市硅巷 行动逻辑 行动逻辑

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GB/T 7714 马妍 , 许巍 , 李晋乐 . ICT应用下居家养老服务"数字鸿沟"的形成机理与规划对策研究——以福州市中心城区为例 [J]. | 上海城市规划 , 2024 , 3 (3) : 15-22 .
MLA 马妍 et al. "ICT应用下居家养老服务"数字鸿沟"的形成机理与规划对策研究——以福州市中心城区为例" . | 上海城市规划 3 . 3 (2024) : 15-22 .
APA 马妍 , 许巍 , 李晋乐 . ICT应用下居家养老服务"数字鸿沟"的形成机理与规划对策研究——以福州市中心城区为例 . | 上海城市规划 , 2024 , 3 (3) , 15-22 .
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卷首语
期刊论文 | 2024 , 3 (3) , 前插1-前插2 | 上海城市规划
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我国自1999年步入老龄化社会以来,人口老龄化程度不断加深.第七次全国人口普查数据显示,2020年我国60岁及以上人口数为2.6亿人,占总人口数的18.70%,并且老龄化程度仍在快速加深,预示着我国即将进入深度老龄化社会.

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GB/T 7714 马妍 . 卷首语 [J]. | 上海城市规划 , 2024 , 3 (3) : 前插1-前插2 .
MLA 马妍 . "卷首语" . | 上海城市规划 3 . 3 (2024) : 前插1-前插2 .
APA 马妍 . 卷首语 . | 上海城市规划 , 2024 , 3 (3) , 前插1-前插2 .
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本期主题:ICT应用与智慧养老
期刊论文 | 2024 , PageCount-页数: 2 (03) , 5-6 | 上海城市规划
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<正>我国自1999年步入老龄化社会以来,人口老龄化程度不断加深。第七次全国人口普查数据显示,2020年我国60岁及以上人口数为2.6亿人,占总人口数的18.70%,并且老龄化程度仍在快速加深,预示着我国即将进入深度老龄化社会。为应对人口老龄化上升趋势及其引发的社会问题,党的十九大报告做出“积极应对人口老龄化”“加快老龄事业和产业发展”的战略部署。2020年,党的十九届五中全会审议通过《中共中央关于制定国民经济和社会发展第十四个五年规划和二〇三五年远景目标的建议》,正式将“积极应对人口老龄化”上升为国家战略。

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GB/T 7714 马妍 . 本期主题:ICT应用与智慧养老 [J]. | 上海城市规划 , 2024 , PageCount-页数: 2 (03) : 5-6 .
MLA 马妍 . "本期主题:ICT应用与智慧养老" . | 上海城市规划 PageCount-页数: 2 . 03 (2024) : 5-6 .
APA 马妍 . 本期主题:ICT应用与智慧养老 . | 上海城市规划 , 2024 , PageCount-页数: 2 (03) , 5-6 .
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面向空间治理的福州都市圈功能协作区测度
期刊论文 | 2023 , (2) , 78-81 | 建筑与文化
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都市圈作为空间规划体系中的重要空间单元是推动区域协调发展与提升空间治理水平的重要战略目标.然而都市圈的发展中仍存在着功能要素流动受限、行政区经济掣肘等问题.因此,文章面向空间治理,以福州都市圈为例,通过功能网络、断裂点模型及密度分布三种方式,综合测度福州都市圈的功能协作区.将其与规划范围进行对比,并对区县进行分类,从而提出适宜的策略与建议,以期完善空间治理水平,为进一步推动福州都市圈发展提供支撑.

Keyword :

功能网络 功能网络 断裂点模型 断裂点模型 核密度分析 核密度分析 都市圈 都市圈

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GB/T 7714 马妍 , 林寒瑀 . 面向空间治理的福州都市圈功能协作区测度 [J]. | 建筑与文化 , 2023 , (2) : 78-81 .
MLA 马妍 et al. "面向空间治理的福州都市圈功能协作区测度" . | 建筑与文化 2 (2023) : 78-81 .
APA 马妍 , 林寒瑀 . 面向空间治理的福州都市圈功能协作区测度 . | 建筑与文化 , 2023 , (2) , 78-81 .
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How Does the Intelligent Monitoring System Influence the Sense of Security of the Elderly in Home Care? A Case Study of the Hubin Community in Ningde City SCIE
期刊论文 | 2023 , 13 (5) | BUILDINGS
WoS CC Cited Count: 3
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Under the background of rapid aging in China, the security of the elderly in home care has become the focus of social attention. The present study takes the Hubin community of Ningde City as the case study area; and uses hierarchical regression analysis, structural equation model, and other methods to explore the influence path of the sense of security of the elderly in home care under the moderating effect of the intelligent monitoring system, and the subjective and objective demands for such equipment among the elderly. The results showed that compared with family care and social support, the influence of individual health on the sense of security of the elderly in home care was dominant. The intelligent monitoring system can play a negative moderating effect in the process of individual health directly affecting the sense of security of the elderly in home care, and indirectly improving the sense of security of the elderly in home care. Therefore, under the premise of paying attention to the individual health of the elderly at home, the reasonable application of the intelligent monitoring system and full play to its moderating effect is a practical way to improve the sense of security of the elderly in home care. In addition, the family and society should also pay more attention to the security of the elderly in home care, so as to promote the overall improvement of their sense of security.

Keyword :

a sense of security a sense of security home care home care moderating effect moderating effect smart senior care smart senior care structural equation model structural equation model

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GB/T 7714 Ma, Yan , Xu, Wei . How Does the Intelligent Monitoring System Influence the Sense of Security of the Elderly in Home Care? A Case Study of the Hubin Community in Ningde City [J]. | BUILDINGS , 2023 , 13 (5) .
MLA Ma, Yan et al. "How Does the Intelligent Monitoring System Influence the Sense of Security of the Elderly in Home Care? A Case Study of the Hubin Community in Ningde City" . | BUILDINGS 13 . 5 (2023) .
APA Ma, Yan , Xu, Wei . How Does the Intelligent Monitoring System Influence the Sense of Security of the Elderly in Home Care? A Case Study of the Hubin Community in Ningde City . | BUILDINGS , 2023 , 13 (5) .
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智能监护系统对居家养老安全感影响的调节效应研究 PKU
期刊论文 | 2023 , 172 (5) , 126-132 | 上海城市规划
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信息通信技术在居家养老中的应用与作用机制是一个值得深入研究的课题.以宁德市湖滨社区为例,运用层次回归分析、结构方程模型等方法,验证智能监护系统能够在个体健康度直接影响居家养老安全感的过程中,发挥负向的调节效应间接提升居家养老安全感;调节效应下,个体健康度对居家养老安全感的影响程度显著降低,家庭关怀度成为影响居家养老安全感的首要因素.在此基础上,提出智能监护系统在居家养老中的应用与优化策略,以期为老年友好社区的智慧化改造与智慧社区的适老化设计提供借鉴.

Keyword :

信息通信技术 信息通信技术 安全感 安全感 居家养老 居家养老 结构方程模型 结构方程模型 调节效应 调节效应

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GB/T 7714 马妍 , 许巍 , 高晓路 . 智能监护系统对居家养老安全感影响的调节效应研究 [J]. | 上海城市规划 , 2023 , 172 (5) : 126-132 .
MLA 马妍 et al. "智能监护系统对居家养老安全感影响的调节效应研究" . | 上海城市规划 172 . 5 (2023) : 126-132 .
APA 马妍 , 许巍 , 高晓路 . 智能监护系统对居家养老安全感影响的调节效应研究 . | 上海城市规划 , 2023 , 172 (5) , 126-132 .
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基于多智能体模拟的公共交通分担率预测方法 incoPat
专利 | 2019-07-23 00:00:00 | CN201910666673.3
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本发明提供一种基于多智能体模拟的公共交通分担率预测方法,包括:1、将数据导入多智能体模型,生成城市居民智能体和公共交通智能体;2、初始化城市居民智能体和公共交通智能体;3、对城市居民智能体的初次出行方式进行选择,判断是否使用公共交通工具,若是,则进入步骤4;否则使用的是私人交通工具;4、城市居民智能体前往公共交通站点,根据公共交通智能体的运行状态对城市居民智能体的二次出行方式进行选择;5、根据城市居民智能体的出行方式选择结果计算公共交通出行总人数和私人交通出行总人数,并统计出公共交通分担率。本发明能体现城市系统的复杂性,增强模型预测精度;还可观察居民和公交车的动态交互过程,增强模型的可解释性。

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GB/T 7714 马妍 , 沈振江 , 林逸飞 . 基于多智能体模拟的公共交通分担率预测方法 : CN201910666673.3[P]. | 2019-07-23 00:00:00 .
MLA 马妍 et al. "基于多智能体模拟的公共交通分担率预测方法" : CN201910666673.3. | 2019-07-23 00:00:00 .
APA 马妍 , 沈振江 , 林逸飞 . 基于多智能体模拟的公共交通分担率预测方法 : CN201910666673.3. | 2019-07-23 00:00:00 .
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Spatial distribution characteristics and influencing factors of traditional villages in Fujian Province, China SSCI AHCI
期刊论文 | 2023 , 10 (1) | HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS
WoS CC Cited Count: 15
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As the historical and contemporary values of Chinese traditional villages continue to emerge and the circumstances of the times change, their preservation has a lasting and far-reaching significance in promoting the revitalisation and sustainable development of China's countryside. However, rapid urbanization began after China's reform and opening up, and continuous urban expansion led to the rapid decline or even disappearance of these villages. Previous studies on village protection tend to focus on morphological studies from the perspective of individual units, and rarely discuss the influencing factors of spatial distribution. Therefore, there are certain deficiencies in revealing the distribution rules, which makes it difficult to fully carry out the protection work. The article reconstructs the traditional village system of Fujian Province, whose traditional villages cover both national and provincial historical and cultural villages and national and provincial traditional villages. The spatial distribution characteristics and influencing factors of traditional villages in Fujian Province were studied using 1,606 traditional villages of various levels as research objects. The results of the study show that: (1) the spatial distribution of traditional villages in Fujian Province is cohesive, with significant uneven distribution, and there are three high-density agglomerations and two sub-density agglomerations; (2) The spatial distribution shows a pattern of "large scattering, small concentration, more in mountainous areas and less in coastal areas"; (3) Topography, river systems, transportation and socio-economic conditions combine to influence the spatial distribution of traditional villages in Fujian Province, but the degree of influence varies. Physical and geographical conditions play a leading role in the distribution of traditional villages, and road traffic conditions and socio-economic conditions have a secondary impact on the distribution of traditional villages. There is an obvious agglomeration of traditional villages in the mountainous river areas, while there is a certain degree of negative correlation between road traffic conditions and socio-economic conditions and the number of traditional villages. (4) With the support of good policies and economic conditions, the protection and continuation of traditional villages can be promoted to a certain extent, and it is also conducive to the spread of local multicultural culture. Finally, corresponding policy recommendations are made for the conservation and sustainable development of traditional villages in Fujian Province.

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GB/T 7714 Ma, Yan , Zhang, Qilin , Huang, Liyun . Spatial distribution characteristics and influencing factors of traditional villages in Fujian Province, China [J]. | HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS , 2023 , 10 (1) .
MLA Ma, Yan et al. "Spatial distribution characteristics and influencing factors of traditional villages in Fujian Province, China" . | HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS 10 . 1 (2023) .
APA Ma, Yan , Zhang, Qilin , Huang, Liyun . Spatial distribution characteristics and influencing factors of traditional villages in Fujian Province, China . | HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS , 2023 , 10 (1) .
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Coupling study on territory space suitability evaluation and construction land expansion simulation: a case study of Jiangxi province, China SCIE
期刊论文 | 2022 | ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY
WoS CC Cited Count: 5
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The territory space suitability evaluation is the basic work of performing a new round of territory spatial planning in China. Judging the supply and demand status of space resources by coupling land suitability evaluation and land expansion simulation, which has certain theoretical and practical significance for the formulation of territory spatial planning. The current technical framework of territory space suitability evaluation emphasizes current situation analysis and ignores trend research. This article discusses how to supplement the technical framework with territorial spatial development trend forecasting. Taking Jiangxi Province as the case area and county-level administrative districts as the research unit, using the coupled and supplemented technical framework, a coupled analysis was carried out on the spatial suitability evaluation of the planned area and construction land expansion simulation. The case study shows that the current suitable development areas are inconsistent with the future expansion areas of urban space. Therefore, it is difficult to reflect the dynamic changes in construction land only by dividing the urban space based on suitability evaluation. On this basis, coupling dynamic trend prediction helps to provide planners or decision-makers with a more vivid and intuitive reference, thereby enhancing the scientificity of territory spatial planning.

Keyword :

Construction land Construction land FLUS model FLUS model Jiangxi province Jiangxi province Territory spatial planning Territory spatial planning Territory spatial suitability evaluation Territory spatial suitability evaluation

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GB/T 7714 Ma, Yan , Xue, Feng , Yang, Zhonghao . Coupling study on territory space suitability evaluation and construction land expansion simulation: a case study of Jiangxi province, China [J]. | ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY , 2022 .
MLA Ma, Yan et al. "Coupling study on territory space suitability evaluation and construction land expansion simulation: a case study of Jiangxi province, China" . | ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY (2022) .
APA Ma, Yan , Xue, Feng , Yang, Zhonghao . Coupling study on territory space suitability evaluation and construction land expansion simulation: a case study of Jiangxi province, China . | ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY , 2022 .
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