Research on Web Page Classification Method Based on Query Log

Web page classification is an important application in many fields of Internet information retrieval, such as providing directory classification and vertical search. Methods based on query log which is a light weight version of Web page classification can avoid Web content crawling, making it relatively high in efficiency, but the sparsity of user click data makes it difficult to be used directly for constructing a classifier. To solve this problem, we explore the semantic relations among different queries through word embedding, and propose three improved graph structure classification algorithms. To reflect the semantic relevance between queries, we map the user query into the low-dimensional space according to its query vector in the first step. Then, we calculate the uniform resource locator (URL) vector according to the relationship between the query and URL. Finally, we use the improved label propagation algorithm (LPA) and the bipartite graph expansion algorithm to classify the unlabeled Web pages. Experiments show that our methods make about 20% more increase in F1-value than other Web page classification methods based on query log.     

船舶冬季航行操纵与安全防范措施

本章分析了船舶冬季航行存在的风险,介绍了船舶冬季航行应采取的措施和操船方法以及人员防寒防冻措施,供同行们借鉴。     

集美大学教学实习船“育德”轮总体设计

"育德"轮是上海船舶研究设计院为集美大学设计的用于航海专业教学实习、科学研究兼顾货物运输的教学实习船。该船是目前世界吨位最大的教学实习船,配备了功能齐全的教学设施、先进的科研设备以及舒适的学习生活环境。该船还具有安全性高、绿色环保和经济性优异等特点。     

Career development for women in maritime industry: organisation and socialisation perspectives

For centuries, the maritime industry has been a recognised place in society dominated solely by men, and even though there were women involved, they were mostly on the periphery. This research aims to fill the gap of women’s career development in this field, by investigating the relationships among the degree of organisational socialisation, women’s workplace culture, and the career development of women in the maritime workplace. The analyses are conducted with the structural equation model with 202 valid questionnaires. The results indicated that women’s workplace culture has a significantly negative relationship with the degree of organisational socialisation, and then in turn, it has a significantly positive relationship with women’s career development in the maritime industry. Finally, the results also indicate that the mediating effect of organisational socialisation existed between women’s workplace culture and women’s career development. According to the empirical analysis, this study makes conclusions as well as suggestions for the maritime enterprises as the reference for human resource management.     

超大型多模块浮动平台柔性连接器刚度配比优化

连接器是超大型多模块浮动平台的关键部件,其刚度特性对多模块浮动平台的动力学响应影响很大,如何合理地安排连接器的各向刚度对连接器的设计至关重要.本文提出了一种通用的优化流程以寻求连接器的最优刚度配比.考虑实际工程需求,基于线性加权和法构建了优化问题的目标函数,并采用遗传算法寻求目标函数的全局最优解.针对不同模块数量的链式浮动机场,开展了不同海况下连接器最优刚度配比研究.结果表明,连接器采用纵向小刚度、横向和垂向大刚度对链式浮动机场的动力学性能最为有利.本文提出的连接器刚度配比优化算法可为不同类型超大型多模块浮体系统的连接器结构设计提供理论指导.     

Approximate optimal AUTOSAR software components deploying approach for automotive E/E system

The AUTOSAR has been developed as the worldwide standard for automotive E/E software systems, making the electronic components of different suppliers to be employed universally. However, as the number of component-based applications in modern automotive embedded systems grows rapidly and the hardware topology becomes increasingly complex, deploying such large number of components in automotive distributed system in manual way is over-dependent on experience of engineers which in turn is time consuming. Furthermore, the resource limitation and scheduling analysis make the problems more complex for developers to find out an approximate optimal deploying approach in system integration. In this paper, we propose a novel method to deploy the AUTOSAR components onto ECUs with the following features. First, a clustering algorithm is designed for deploying components automatically within relatively low time complexity. Second, a fitness function is designed to balance the ECUs load. The goal of our approach is to minimize the communication cost over all the runnable entities while meeting all corresponding timing constraints and balancing all the ECUs load. The experiment results show that our approach is efficient and has well performance by comparing with other existing methods in specific and synthetic data set.     

混凝土箱梁温度作用的参数分析

根据非稳态导热偏微分方程,施加合适的边界条件,用有限元法进行了混凝土箱梁温度场的参数分析,并确定了影响混凝土箱梁温度场的主要因素。研究表明,混凝土箱梁的截面尺寸、所用混凝土的热物理性质以及气温对混凝土箱梁的竖向最大温度的影响均不大,对混凝土箱梁竖向温度梯度影响最大的是太阳辐射强度。     

兔眼环孢霉素A缓释微球的眼内释药性研究

目的建立兔眼房水中环孢霉素A缓释微球的高效液相测定方法,考察在不同给药剂量下兔眼房水中的药物代谢特性,为该药预防后发性白内障提供理论依据。方法兔眼行晶体囊外摘除,左眼前房及囊袋内注射环孢素微球,右眼给予空白微球作对照,采用高效液相色谱法监测给药后4周内兔眼房水中环孢霉素A的浓度。色谱柱为反相C18硅胶柱,柱温为60℃,流动相为乙腈-水(67∶33),检测波长210nm。结果兔眼房水中环孢霉素A的浓度在0.13-1.25mg/L范围内呈良好线性关系(r=0.9951),最低检测浓度0.13mg/L,回收率95.91%,日间和日内精密度均小于5.0%。缓释微球的释药速率适中,兔眼前房给药后可在2周内维持较高浓度,高低两种给药剂量下,环孢霉素A的吸收半衰期(t1/2Ka)和血浆清除速率(CL)经检验无统计学差异,药时曲线下面积(AUC)和峰浓度(Cmax)与剂量之间线性相关。结论环孢素A缓释微球在兔眼内有较高的生物利用度,实验期内可达到抑制后发性白内障的有效浓度。     

舰船电力系统保护性能优化的自适应算法

为满足舰船电力系统保护在快速性和选择性方面的要求,提出保护性能优化模型,根据电力系统的运行方式、拓扑结构和故障类型的变化,实时在线计算并修改保护整定值的自适应保护方法。将快速性和选择性指标作为保护性能综合指标的基本元素,采用模拟退火粒子群算法进行优化,最终实现不同运行工况下保护性能最优的整定值自适应调整。并在PSCAD/EMTDC软件中建立包含自适应保护算法的舰船电力系统保护仿真模型,仿真结果证明所提方法可有效提高系统保护性能。     

基于欧洲规范的板桩码头设计方法简介

基于极限状态设计的欧洲土木工程设计规范Eurocode代表了当前工程设计的最高水平;部分欧洲国家板桩码头设计则直接采用该规范,例如英国海上工事设计规范BS6349。本文介绍了基于BS6349和Eurocode规范的板桩码头设计方法,有助于设计人员理解和使用欧洲板桩规范。