Crowdsourcing-based semantic relation recognition for natural language questions over RDF data

ABSTRACT

Natural language query systems over RDF data need to rely on the semantic relations in query. First, we propose the new crowdsourcing model that used to produce semantic relations dataset. The model not only inherits completeness of the iterative model and accuracy of the parallel model, but also saves human resources. Second, we mine the rules of semantic relation recognition from the correlations between dependency structures and semantic relations. Third, we propose an algorithm of semantic relation recognition for natural language query over RDF data, and experiments demonstrate that it can recognize more semantic relations than existing methods.     

Golf Versus Nongolf Club Operations: Benchmarks for 2014

With the club industry comprising of different types of clubs, a more in-depth analysis separating clubs with and without golf operations would be beneficial. Financial performance can be summarized via financial ratios. This study surveyed 115 clubs regarding their financial performance and calculated 24 financial ratios for 2014. The median profit margin of all clubs was at 1.65%. Clubs with golf operations reported a median profit margin at 1.73%, doubling that of the nongolf operations at 0.83%. T-tests using means of financial ratios showed a statistically significantly difference in only the food inventory turnover by days.     

历史记载以来黄河下游河道变化及沉积环境分析

论文对近历史记载以来黄河下游河段河道变迁历史进行总结概括并重新绘制了黄河下游河道变迁示意图。黄河下游河段按流向分为北、东、南三个方向。北流河道相对分散,形成了一系列三角洲沉积,有的已被沿岸河流带来的沉积物覆盖;东流河道在入海口处河道变迁频繁,形成了规模较大的三角洲并持续至今。南流河道在摆动起始有多股漫流,经由淮河水系扩散,至苏北一带汇成一股由苏北汇入黄海并在苏北形成了规模较大的三角洲。结合相关研究成果,分析黄河河口沉积环境发现:黄河入海泥沙堆积有极高的沉积速率,在沉积年份每年可沉积数十厘米至数米,可以快速向海淤进形成三角洲,而黄河行水期结束后,则无沉积甚至被侵蚀。研究结果表明,北至海河、南到淮河的大范围内沉积环境的塑造均与黄河有关,黄河与下游的滦河、小清河、弥河、潍河、淮河、射阳河等相互影响,共同塑造了华北平原的沉积格局。     

外资进入影响行业工资差距的路径与异质性研究——来自中国服务业的经验证据

外商直接投资（FDI）可以通过劳动力需求效应和技术溢出效应改变东道国的劳动力就业结构和行业相对劳动生产率，进而影响行业工资差距，并且这种影响具有不确定性；由于投资动机和进入方式的不同，FDI对行业工资差距的影响具有异质性并表现为地区差异。基于中国服务业的经验分析发现：外资进入通过增加低工资行业的相对就业规模和提升高工资行业的相对劳动生产率扩大了行业工资差距，适应中国低技能劳动力丰裕而高技能劳动力相对稀缺的劳动力市场条件；在以垂直型和合资型FDI为主的地区外资进入具有显著的扩大行业工资差距效应，而在以水平型和独资型FDI为主的地区这一影响并不明显。因此，应努力提高劳动力人力资本水平并充分保障低技能劳动力的权益，积极鼓励和引导水平型FDI进入并适度减少垂直型FDI的引入，持续增强企业的技术吸收能力并不断缩小技术差距，进而在高效利用外资的同时缩小行业工资差距。     

国有企业高管薪酬管制与委托代理问题

由于国企高管的经营业绩难以被准确度量，加上监督约束机制不健全，高管的超额薪酬成为国企代理问题的一种典型表现，于是政府将高管薪酬管制作为应急措施来降低代理成本，缓解国企代理问题。采用双重差分法对2011—2018年A股上市公司的分析表明：第二次限薪令在有效限制国企高管薪酬水平的同时，没有对高管在职消费产生显著影响，有效降低了国企代理成本；但第二次限薪令也降低了薪酬激励效应，导致国企高管努力程度降低，由此造成的利益损失又成为新的代理成本。国企薪酬制度改革面临激励与管制的两难选择，应在国企分类改革的基础上对不同类型国企的高管采取不同的激励机制：对公益类及特殊行业的国企增强高管政治晋升激励，对竞争行业（营利性）国企则应在推向市场的同时放松薪酬管制，从而有效降低代理成本，解决国企代理问题。     

Using deep learning and visual analytics to explore hotel reviews and responses

This study aims to use computational linguistics, visual analytics, and deep learning techniques to analyze hotel reviews and responses collected on TripAdvisor and to identify response strategies. To this end, we collected and analyzed 113,685 hotel reviews and responses and their semantic and syntactic relations. We are among the first to use visual analytics and deep learning-based natural language processing to empirically identify managerial responses. The empirical results indicate that our proposed multi-feature fusion, convolutional neural network model can make different types of data complement each other, thereby outperforming the comparisons. The visualization results can also be used to improve the performance of the proposed model and provide insights into response strategies, which further shows the theoretical and technical contributions of this study.     

Can tourism be a key sector in reducing income inequality? An empirical investigation for Turkey

The aim of the study is to investigate the nexus between tourism and income inequality by employing the Autoregressive Distributed Lag (ARDL) test cover the period 1974–2015 in Turkey. Findings indicated that the variables are cointegrated and an increase in tourism has a positive effect on income inequality, while economic growth and trade openness have a negative effect both in the long-run and short-run. Results also denote that tourism will decrease income inequality with the expansion of tourism activities and the spread of tourism throughout society. In other words, the tourism-related Kuznets Curve hypothesis is valid for Turkey.     

The changing US–China investment relationship

The United States and China are at a turning point in their investment relationship. China’s previous investments in the United States were predominantly in government securities, while other holdings were negligible. Recently, the accumulation of treasury securities has slowed and direct investments by Chinese firms have risen steeply, with Beijing signaling greater support for portfolio investment outflows as well. This article describes the nascent shift in patterns of Chinese investment in the United States and uses the case of direct investment to examine the implications for US–China relations. We discuss current and future policy issues presented by Chinese foreign direct investment (FDI) in the United States, including national security, market access, and antitrust.     

‘Communities of resistance’ and the use of newspaper discussion boards: Polish workers in Japanese foreign investments

This article examines the content of 200 posts on newspaper discussion boards by workers in a cluster of Japanese foreign investments in Poland. The conclusions are first, that the material experiences of workers generate a set of themes in relation to the labour process with regard to wages and working conditions, bullying and monitoring that exhibit similarities across countries. Second, we argue that an analysis of the discourse used is shaped by political and institutional conditions, which reveal national differences in how workers perceive and locate their exploitation. Finally, in relation to debates about workers’ resistance and the use of the Internet we argue that the interaction of themes related to the material experience of work are intertwined with institutionally embedded understandings of exploitation, which not only enable a shared framework for venting, but also provide the basis for a community of resistance.     

Consumer responses to different degrees of advertising adaptation: the moderating role of national openness to foreign markets

We investigate the moderating role of national openness to foreign markets on consumer responses (attitude to ad, brand and purchase intention) to different degrees of advertising adaptation in Belgium, Iran and India. We operationalize three levels of advertising adaptation (standardization, glocalization and adaptation) by manipulating the model (international versus local celebrity) and advertising copy (international versus local advertising copy). The results show that societies with a low openness to foreign markets respond more positively to fully adapted ads than to glocalized and standardized ads. The differences in responses decrease with national openness.