图像信息对句子语义理解与表示的有效性验证与分析

近年来,图像文本建模研究已经成为自然语言处理领域一个重要的研究方向.图像常被用于增强句子的语义理解与表示.然而也有研究人员对图像信息用于句子语义理解的必要性提出质疑,原因是文本本身就能够提供强有力的先验知识,帮助模型取得非常好的效果;甚至在不使用图像的条件下就能得出正确的答案.因此研究图像文本建模需要首先回答一个问题:图像是否有助于句子语义的理解与表示?为此,本文选择一个典型的不包含图像的自然语言语义理解任务:自然语言推理,并将图像信息引入到该任务中用于验证图像信息的有效性.由于自然语言推理任务是一个单一的自然语言任务,在数据标注过程中没有考虑图像信息,因此选择该任务能够更客观地分析出图像信息对句子语义理解与表示的影响.具体而言,本文提出一种通用的即插即用框架(general plug and play framework)用于图像信息的整合.基于该框架,本文选择目前最先进的五个自然语言推理模型,对比分析这些模型在使用图像信息前后的表现,以及使用不同图像处理模型与不同图像设置时的表现.最后,本文在一个大规模公开数据集上进行了大量实验,实验结果证实图像作为额外知识,确实有助于句子语义的理解与表示.此外,还证实了不同的图像处理模型和使用方法对整个模型的表现也会造成不同的影响.     

网络信息资源分级体系框架的构建

网络信息分级是保障网络信息内容安全的重要手段。主要构建了网络信息资源分级体系框架六元组模型,分析了相关组成元素的内容,以适应不同行业应用。     

中国耕地细碎化的理论解析与研究框架

基于演绎推理法和文献研究法,探索耕地细碎化的概念、过程、机制和效应,并构建耕地细碎化研究框架,为耕地细碎化研究提供理论指导。结果表明:①耕地细碎化是耕地在自然-人为双重因素驱动下,耕地地块在形态上不断分割、变小,耕地产权在主体上不断细分、多元的过程,并分别表现为相互关联又有所区别的耕地景观细碎化和耕地权属细碎化; ②耕地细碎化研究应遵循“诊断-机制-效应-治理”的理论框架,耕地细碎化诊断需从形态和权属两方面构建评价指标体系,形成机制可从自然切割力、利用切割力、设施切割力和管理切割力4个方面揭示不同因素的作用机制,效应需揭示不同尺度下耕地细碎化形态和产权的趋势性转折对经济、社会和生态的影响,治理研究应按照“问题识别治理潜力治理路径保障措施”的逻辑顺序构建。     

敏捷化AIOps框架及运维数据质量评估方法

敏捷化智能运维(AIOps)框架将模型构建提前至测试阶段,利用该阶段产生的监控数据代替线上采集的数据以训练AIOps模型,进而实现智能运维的早开发与早使用. 运维数据质量评估方法通过最大均值差异度量方式,分别在健康评估与故障诊断运维场景下对训练数据分别进行趋势性、阶段性、可检测性及可诊断性评估,以预估数据对模型的适用性. 基于华为技术有限公司提供的测试环境设置测试用例并构建实验数据集,在该数据集上的实验结果验证了敏捷化AIOps框架的可行性及数据质量评估方法的有效性.     

基于SIP的网络视频监控系统*

介绍了初始会话协议SIP.在SIP和一般视频监控系统模型的基础上,提出了一种基于SIP的网络视频监控系统,给出了分层网络模型,并对其各功能模块的作用进行了重点阐述.该分层网络模型的建立使得构建数字化、网络化、智能化、多媒体化视频监控系统成为可能.     

Cobalt nanoparticle decorated N-doped carbons derived from a cobalt covalent organic framework for oxygen electrochemistry

The low cost and highly efficient construction of electrocatalysts has attracted significant attention owing to the use of clean and sustainable energy technologies. In this work, cobalt nanoparticle decorated N-doped carbons (Co@NC) are synthesized by the pyrolysis of a cobalt covalent organic framework under an inert atmosphere. The Co@NC demonstrates improved electrocatalytic capabilities compared to N-doped carbon without the addition of Co nanoparticles, indicating the important role of cobalt. The well-dispersed active sites (Co–N_x) and the synergistic effect between the carbon matrix and Co nanoparticles greatly enhance the electrocatalytic activity for the oxygen reduction reaction. In addition, the Co content has a significant effect on the catalytic activity. The resulting Co@NC-0.86 exhibits a superb electrocatalytic activity for the oxygen reduction reaction in an alkaline electrolyte in terms of the onset potential (0.90 V), half-wave potential (0.80 V) and the limiting current density (4.84 mA·cm^–2), and a high selectivity, as well as a strong methanol tolerance and superior durability, these results are comparable to those of the Pt/C catalyst. Furthermore, the superior bifunctional activity of Co@NC-0.86 was also confirmed in a home-built Zn-air battery, signifying the possibility for application in electrode materials and in current energy conversion and storage devices.     

Functionalized metal–organic frameworks with strong acidity and hydrophobicity as an efficient catalyst for the production of 5-hydroxymethylfurfural

In the dehydration of fructose to 5-hydroxymethyl furfural(HMF), in situ produced water weakens the acid strength of the catalyst and causes the rehydration of HMF, causing unsatisfactory catalytic activity and selectivity. In this work, a class of benzenesulfonic acid-grafted metal–organic frameworks with strong acidity and hydrophobicity is obtained by the direct sulfonation method using 4-chlorobenzenesulfonic acid as sulfonating agent. The resultant MOFs have a specific surface area of greater than 250 m~2·g~(-1), acid density above 1.0 mmol·g~(-1), and water contact angle up to 129°. The hydrophobic MOF-Ph SO_3 H exhibits both higher catalytic activity and selectivity than MOF-SO_3 H in the HMF synthesis due to its better hydrophobicity and olephilicity. Moreover, the catalyst has a high recycled stability. At last, fructose is completely converted, and 98.0% yield of HMF is obtained under 120 °C in a DMSO solvent system. The successful preparation of the hydrophobic acidic MOF provides a novel hydrophobic catalyst for the synthesis of HMF.     

In Silico Logical Modelling to Uncover Cooperative Interactions in Cancer

The multistep development of cancer involves the cooperation between multiple molecular lesions, as well as complex interactions between cancer cells and the surrounding tumour microenvironment. The search for these synergistic interactions using experimental models made tremendous contributions to our understanding of oncogenesis. Yet, these approaches remain labour-intensive and challenging. To tackle such a hurdle, an integrative, multidisciplinary effort is required. In this article, we highlight the use of logical computational models, combined with experimental validations, as an effective approach to identify cooperative mechanisms and therapeutic strategies in the context of cancer biology. In silico models overcome limitations of reductionist approaches by capturing tumour complexity and by generating powerful testable hypotheses. We review representative examples of logical models reported in the literature and their validation. We then provide further analyses of our logical model of Epithelium to Mesenchymal Transition (EMT), searching for additional cooperative interactions involving inputs from the tumour microenvironment and gain of function mutations in NOTCH.     

磁性金属有机框架材料制备及吸附性能研究

利用简单的溶剂热法合成了MIL-101（Fe）/CoFe₂O₄和MIL-101（Fe）/NiFe₂O₄磁性金属有机框架纳米复合材料。通过X射线衍射仪（XRD）、扫描电子显微镜（SEM）、振动磁强计（VSM）、热重分析仪（TGA）和紫外可见分光光度计（UV）等对复合材料的相结构、形貌、磁性能和吸附性能进行了研究。将磁性金属有机框架材料用于吸附污水中罗丹明B（RhB）,研究了罗丹明B初始质量浓度对复合材料吸附能力的影响。结果表明,制备的磁性金属有机框架复合材料的形貌均匀、结晶度高,具有高的饱和磁化强度。复合物具有金属有机框架材料和磁性材料的双重优点。MIL-101（Fe）/CoFe₂O₄对罗丹明B有较高的吸附能力（97.3 mg/g）。热力学研究发现吸附等温方程符合Langmuir模型,吸附动力学研究表明吸附机制与吸附质和吸附剂有关。磁性金属有机框架纳米复合材料作为污水处理剂将具有广阔的应用前景。     

考虑传输能力的含分布式电源配电网扩展规划方法

为灵活性资源提供快速、及时调度的网架传输通道,在规划阶段充分考虑网架结构与分布式电源(DG)规划对配电网传输能力的影响,提出考虑网架通道传输能力的配电网扩展规划及DG选址定容双层优化方法.首先建立了线路负荷裕度指标和潮流均衡度指标用以评价配电网传输能力;其次分析了网架通道传输能力的影响因素,在此基础上构建了配电网扩展规划及DG选址定容双层优化模型,保证了规划方案具有良好的经济性和网架通道传输能力,利用嵌套的混合粒子群优化算法进行优化求解;最后将所提规划方法与只考虑经济性规划方法进行了算例验证.仿真结果表明,所提方法不仅没有增加经济费用,而且所得规划方案网架潮流更均衡,线路负荷裕度更高,传输能力更优.