Visitor-artwork network analysis using object detection with image-retrieval technique

Recent museum exhibitions are becoming a means by which to satisfy visitor demands. In order to provide visitor-centric exhibitions, artwork must be analyzed based on the behavior of visitors, and not merely according to museum professionals' points of view. This study aims to analyze the relationship between museum visitors and artwork via a network analysis based on visitor behavior using object detection techniques. Cameras installed in a museum recorded visitors, and an object detector with a content-based image-retrieval technique tracked visitors from the videos. The durations spent with different artworks were measured, and the data was converted into a bipartite graph. The relationships between different artwork types were analyzed with a visitor-centered artwork network. Based on the visitors’ behavior, significant artworks were identified and the artwork network was compared to the arrangement of the museum. The tendency of edges in the artwork network was also examined considering visitors' preferences for artworks. The method used here makes it possible to collect quantitative data, with the results possibly used as a basis and for reference when analyzing artwork in a visitor-centered approach.     

以家园文化为基础探索构建幸福企业

马钢的生存发展与职工的生存发展息息相关、浑然一体。只有企业得到发展壮大,每一名员工才能得到更好的发展,也只有员工的积极参与和努力奋斗,才能有企业的日益强大。从现实而言,为应对钢铁"去产能"压力,增强国有企业活力,就必须贯彻落实党的十八大精神,落实供给侧改革措施,踏踏实实地加强和完善国有企业党的工作和群团工作,在工作中不断创新和改革。动员和带领全体员工,激发创新活力,就是要使"人民对美好生活的向往"的奋斗目标具体化,就是建设"美丽安徽"、"幸福社区"和"幸福企业"。立足岗位开展"奋力求生存、携手保家园"活动。     

新形势下职校办公室管理工作的特点与对策

随着国家职业教育大发展潮流的到来,职校办公室在管理机构系列中日益发挥着重要作用。办公室工作呈现出要求进一步参与政务、进一步管理创新、进一步加大服务力度等新特点,办公室的管理工作必须拿出新举措才能应对这些新的要求。     

基于MSP430单片机的灾害性天气预警管理系统设计

设计了基于MSP430单片机的灾害性天气预警管理系统,针对常见的雨量、风速及温度自然因素实现实时的监测,并对数据进行分析和处理,设置出相应的警报等级,并能根据警报的等级控制相应的三路设备。     

家长式领导风格对组织变革影响研究

领导风格理论受到越来越多国内外学者的关注,家长式领导风格理论受到本土学者的认可和华人企业的重视,本文在基于学者对家长式领导风格理论研究的基础上,通过问卷调查的形式,实证研究了家长式领导风格对组织变革的影响,最终得出结论：家长式风格中的权威领导对文化多样性具有显著的负向预测效果;仁慈领导对风险创新性、动态整合性和文化多样性具有显著的正向预测效果。这一结论可在实践中为中国企业进行组织变革提供管理咨询的建议。     

管理史对MBA的边际效用

近年来 ,我国MBA的社会评价不高 ,其根本原因是MBA毕业生不能满足市场要求。本文通过分析管理史的功能 ,得出学习管理史对MBA的边际效用大 ,MBA培养方案中有必要增设管理史类的课程。     

Model checking response times in Networked Automation Systems using jitter bounds

Response time (RT) of Networked Automation Systems (NAS) is affected by timing imperfections induced due to the network, computing and hardware components. Guaranteeing RT in the presence of such timing imperfections is essential for building dependable NAS, and to avoid costly upgrades after deployment in industries.This investigation proposes a methodology and work-flow that combines modelling, simulation, verification, experiments, and software tools to verify the RT of the NAS during the design, rather than after deployment. The RT evaluation work-flow has three phases: model building, modelling and verification. During the model building phase component reaction times are specified and their timing performance is measured by combining experiments with simulation. During the modelling phase, component based mathematical models that capture the network architecture and inter-connection are proposed. Composition of the component models gives the NAS model required for studying the RT performance on system level. Finally, in the verification step, the NAS formal models are abstracted as UPPAAL timed automata with their timing interfaces. To model timing interfaces, the action patterns, and their timing wrapper are proposed. The formal model of high level of abstraction is used to verify the total response time of the NAS where the reactions to be verified are specified using a subset of timed computation tree logic (TCTL) in UPPAAL model checker. The proposed approach is illustrated on an industrial steam boiler deployment.     

高效动态存储再分配方案与实现

为提高大小和数量都不确定的数据动态存储的空间利用率和处理速度,针对常规系统动态存储分配存在的问题,提出一种高效的动态存储再分配方案。通过减少系统动态存储分配的执行次数,在有效提高存储空间利用率的同时,提高存储空间动态分配的速度,给出动态存储再分配方案的具体实现算法,用实际数据对其性能进行测试。测试结果表明,该方案能节省36％至75％的系统存储空间,分配速度提高了20至50倍。     

基于Apache Shiro的站群角色管理

在站群角色管理中,易出现权限管理复杂、角色分配多样,访问效率低下等问题,因此,设计实现一种基于Apache Shiro开源框架的RBAC管理系统来解决站群角色管理中的不足;首先全面概述Shiro原理,然后以Shiro 为基础设计实现站群权限角色管理功能。最终使用户可以定制不同的角色与权限功能,且整个过程操作简单便捷。     

焊接企业生产管理系统

通过对焊接企业的分析和总结,以 Oracle 为数据平台,运用面向对象的插件开发技术,设计、开发了焊接企业生产管理系统,以便对企业焊接生产线上所有物质、流程进行更精准的监控、管理,如对焊材、母材的管理等。同时,该系统集成了各种焊材的国家检验标准数据,并支持按企业特性进行修改,为质检人员制定标准提供便捷。