Customer knowledge discovery from online reviews

The explosive growth of Chinese electronic market has made it possible for companies to better understand consumers?? opinion towards their products in a timely fashion through their online reviews. This study proposes a framework for extracting knowledge from online reviews through text mining and econometric analysis. Specifically, we extract product features, detect topics, and identify determinants of customer satisfaction. An experiment on the online reviews from a Chinese leading B2C (Business-to-Customer) website demonstrated the feasibility of the proposed method. We also present some findings about the characteristics of Chinese reviewers.     

Fast full‐color reflective display via photoluminescent enhancement

Reflective displays are advantageous in applications requiring low power or daylight readability. However, there are no low‐cost reflective technologies capable of displaying bright colors. By employing photoluminescence to more efficiently use ambient light, we created a prototype display that provides bright, full color in a simple, low‐cost architecture. This prototype includes a novel electrokinetic shutter, a layer that incorporates patterned luminescent red, green, and blue sub‐pixel elements, and a novel optical out‐coupling scheme. The luminescent elements convert otherwise‐wasted portions of the incident spectrum to light in the desired color band, resulting in improved color saturation and lightness. This prototype provides a color gamut that is superior to competing reflective display technologies that utilize color filters in single‐layer side‐by‐side sub‐pixel architectures. The current prototype is capable of switching in <0.5 s; future displays based on an alternative electro‐optic shutter technology should achieve video rate operation. A transflective version of this technology has also been prototyped. The transflective version utilizes its backlight with a power efficiency that is at least three times that of a conventional liquid crystal display. These photoluminescence‐based technologies enable a host of applications ranging from low‐power mobile products and retail pricing signage to daylight readable signage for outdoor advertising segments.     

Entropy/cross entropy-based group decision making under intuitionistic fuzzy environment

We study the group decision making problem under intuitionistic fuzzy environment. Based on entropy and cross entropy, we give two methods to determine the optimal weights of attributes, and develop two pairs of entropy and cross entropy measures for intuitionistic fuzzy values. Then, we discuss the properties of these measures and the relations between them and the existing ones. Furthermore, we introduce three new aggregation operators, which treat the membership and non-membership information fairly, to aggregate intuitionistic fuzzy information. Finally, several practical examples are presented to illustrate the developed methods.     

区位码/国标码输入法技术初探

计算机技术领域中,使用键盘输入汉字的方法实质是区位码/国标码输入法。本文介绍了区位码/国标码输入法的现实意义,IME的组成结构以及区位码/国标码输入法的发展动态。主要说明区位码/国标码输入法在中文键盘输入法的重要地位,并简单分析了中文键盘输入法编辑器的组成结构等技术。     

等离子体湮没离子注入

本文扼要地介绍了等离子体湮没离子注入的基本原理，特点，应用效果及发展趋向。     

混合式教学在"化工原理实验"中的应用与探索

"化工原理实验"是化学工程与工艺等工科专业的核心课程,对培养学生的动手能力、团队合作能力和创新能力起着至关重要的作用.基于教育信息化的发展和要求,结合虚拟仿真实验和实体实验的线上线下混合式教学手段,打造在线课程与课堂教学、线上实验与线下实验相融合的混合式实验课程,可以调动学生的学习积极性和主动性,对培养应用型人才具有一定的指导意义.     

Activity of Bromelain with Cationic Surfactants and the Correlation with the Change of 1H NMR Signals

This study observed the activities of bromelain in the presence of various cationic surfactants at different temperatures and the conformational changes in bromelain by ¹H NMR spectroscopy. We found that the bromelain activity was enhanced by tens to hundreds of micromoles per liter of the surfactant. In the presence of the surfactants, bromelain exhibited good tolerance to a range of substrate temperatures and its thermal stability was also increased. The ¹H NMR experiments indicated that when the temperature was increased from 25.0 to 45.0 °C, the protons of bromelain having chemical shifts (δ) between 3.7 and 5.2 ppm moved upfield, while those having δ values between 3.2 and 3.7 ppm moved downfield. In the bromelain/cationic surfactant mixture, the values of δ for the protons in both bromelain and the cationic surfactants decreased, accompanied by the broadening of the half-peak width of the surfactant protons. These results indicated that both increasing temperature and adding a cationic surfactant made the bromelain chain more flexible and hence, increased the bromelain activity. To the best of our knowledge, this was the first time that the relationship between the protein activity and the ¹H NMR data was expounded.     

光纤传感技术在电力设备监测领域的研究进展

光纤传感技术具有抗电磁干扰、体积小、多路复用等优点,用其进行电力设备智能化在线监测已成为电网发展的新趋势.本文综述了几种光纤传感技术在电力设备监测领域的研究进展,包含光纤光栅传感技术、散射型分布式光纤传感技术、荧光光纤传感技术和干涉型光纤传感技术.从温度监测、应变监测、局部放电监测、光纤电流传感器、污秽监测和氢气监测等几方面阐述了不同传感技术在不同电力设备中的应用情况及优缺点,并展望了光纤传感在线监测技术工程化、组网化应用的发展方向.     

山区配电线路塔位地形雷击风险分类

根据雷电先导理论,分析配电线路走廊杆塔地形地貌对线路雷击风险的影响.首先,采用线路杆塔高程、地面倾角、土壤电阻率等特征量来表征塔位地形地貌,并建立特征量的量化赋值规则.随后,构造BP人工神经网络分类器对山区配电线路杆塔地形地貌进行分类,所提分类可以满足配电线路杆塔雷击风险识别的实用要求,案例应用结果与实际情况相符.该文所提方法可为山区配电线路的差异化防雷提供新的思路.     

Design,Synthesis, and Biological Evaluation of Novel 6H-Benzo[c]chromen-6-one Derivatives as Potential Phosphodiesterase II Inhibitors

Urolithins (hydroxylated 6H-benzo[c]chromen-6-ones) are the main bioavailable metabolites of ellagic acid (EA), which was shown to be a cognitive enhancer in the treatment of neurodegenerative diseases. As part of this research, a series of alkoxylated 6H-benzo[c]chromen-6-one derivatives were designed and synthesized. Furthermore, their biological activities were evaluated as potential PDE2 inhibitors, and the alkoxylated 6H-benzo[c]chromen-6-one derivative 1f was found to have the optimal inhibitory potential (IC₅₀: 3.67 ± 0.47 μM). It also exhibited comparable activity in comparison to that of BAY 60-7550 in vitro cell level studies.