基于GIS的房地产批量评估数据库构建研究-以深圳市为例

与传统单宗房地产评估不同,房地产批量评估需要建立在强大详实的数据库基础上,如何构建高可靠性、高扩展性以及高集成性的批量评估数据库成为一项关键任务。在对房地产批量评估数据进行分析的基础上,基于GIS技术提出了房地产批量评估数据库构建的技术路线,设计了数据库的总体结构,并研究了房地产批量评估数据集成的方法,最后以深圳市为例说明了该方法的有效性。     

横向联邦学习中PCA差分隐私数据发布算法

为了让不同组织在保护本地敏感数据和降维后发布数据隐私的前提下,联合使用PCA进行降维和数据发布,提出横向联邦PCA差分隐私数据发布算法。引入随机种子联合协商方案,在各站点之间以较少通信代价生成相同随机噪声矩阵。提出本地噪声均分方案,将均分噪声加在本地协方差矩阵上。一方面,保护本地数据隐私;另一方面,减少了噪声添加量,并且达到与中心化差分隐私PCA算法相同的噪声水平。理论分析表明,该算法满足差分隐私,保证了本地数据和发布数据的隐私性,较同类算法噪声添加量降低。实验从隐私性和可用性角度评估该算法,证明该算法与同类算法相比具有更高的可用性。     

Bibliometric analysis on tendency and topics of artificial intelligence over last decade

Microsystem Technologies - Artificial intelligence (AI), together with its applications, has received world-wide attentions and is expected to exert force on the development of global economy and...     

Example-based automatic music-driven conventional dance motion synthesis

We introduce a novel method for synthesizing dance motions that follow the emotions and contents of a piece of music. Our method employs a learning-based approach to model the music to motion mapping relationship embodied in example dance motions along with those motions' accompanying background music. A key step in our method is to train a music to motion matching quality rating function through learning the music to motion mapping relationship exhibited in synchronized music and dance motion data, which were captured from professional human dance performance. To generate an optimal sequence of dance motion segments to match with a piece of music, we introduce a constraint-based dynamic programming procedure. This procedure considers both music to motion matching quality and visual smoothness of a resultant dance motion sequence. We also introduce a two-way evaluation strategy, coupled with a GPU-based implementation, through which we can execute the dynamic programming process in parallel, resulting in significant speedup. To evaluate the effectiveness of our method, we quantitatively compare the dance motions synthesized by our method with motion synthesis results by several peer methods using the motions captured from professional human dancers' performance as the gold standard. We also conducted several medium-scale user studies to explore how perceptually our dance motion synthesis method can outperform existing methods in synthesizing dance motions to match with a piece of music. These user studies produced very positive results on our music-driven dance motion synthesis experiments for several Asian dance genres, confirming the advantages of our method.     

一个面向电子政务的信息交换与共享平台的设计与实现*

基于J2EE、XML等技术,设计并实现了一个面向电子政务的信息交换与共享平台.对平台的总体结构、元数据定义与管理、数据交换模式等关键问题进行了论述,最后给出了平台的模块实现.该平台已经应用于北京市信息资源管理中心,实现了遥感信息、区县图层、企业基础信息等资源的交换与共享.     

城市步行街区空间品质对街区活力的影响

步行街区作为城市公共空间的重要组成部分,其空间活力程度对城市经济与社会发展具有重要意义.为探讨街区空间品质对街区活力的影响效应及其影响程度,以合肥市淮河路步行街区为例,通过调研街区的建筑品质、景观品质、文化品质和管理维护品质,采用回归分析定量研究街区空间品质对街区活力的影响效应及程度.研究结果表明,街区空间的文化品质对街区活力的影响最大,景观品质其次,建筑和管理维护品质最小.未来进行城市步行街区设计时,应注重塑造街区的文化品质.     

The Synthesis of Covalent Triazine-Based Frameworks via Friedel–Crafts Reactions of Cyanuric Chloride with Thienyl and Carbazolyl Derivatives for Fluorescence Sensing to Picric Acid,Iodine and Capturing Iodine

A multifunctional thiophene-based covalent triazine framework (TTPATTh) with triphenylamine as core is synthesized by Friedel–Crafts reaction of cyanuric chloride with thienyl derivative for the first time. The yield of TTPATTh (99.59%) is far higher than that of the carbazole-based CTF (TTPATCz, 47.03%). TTPATTh and TTPATCz possess high BET surface areas with 1235 and 2501 m² g^–1 as well as high pore volumes with 1.60 and 2.23 cm³ g^–1, respectively. TTPATTh and TTPATCz have high thermal stability with high thermal decomposition temperatures of 514 and 598 °C in nitrogen atmosphere. With the introduction of triazine rings, the fluorescence sensing sensitivities of TTPATTh and TTPATCz to picric acid and iodine are improved significantly. Especially for TTPATTh, the K_sv values reach 5.95 × 10⁵ and 1.61 × 10⁴ L mol^–1, and LODs reach 1.02 × 10^–12 and 1.86 × 10^–12 mol L^–1. To the best of the knowledge, this is the most sensitive value among thiophene-based porous organic polymers to PA and I₂. Furthermore, TTPATTh and TTPATCz can also adsorb iodine in vapor phase, cyclohexane solution and aqueous solution, and release iodine by heating or in ethanol solution. The efficiency of controlling the release of iodine is higher than that in ethanol.     

氧化铝超浓相输送系统计量新装置的研究开发

本文介绍了我国首例铝电解大组氧化铝超浓相输送管路上安装电子秤进行氧化铝静态称量连续下料自动计量新方法、新装置及其使用精度的有关基本情况。     

贵金属的化学发光分析

介绍化学发光分析的基本原理和测试技术,及其应用于测定贵金属的几种化学发光反应,并展望其前景。