{"title":"An Unbiased User Model for Interest Diffusion in the Heterogeneous Network Recommendation","authors":"Yin Fengjing, Zhang Xin, Zhang Xiaoyu","doi":"10.1145/3241748.3241784","DOIUrl":"https://doi.org/10.1145/3241748.3241784","url":null,"abstract":"Interest diffusion in a bipartite network has been verified effective for personality recommendation. User nodes and item nodes compose a heterogeneous bipartite network. Treating user attitude toward items as interest resource and allocating it in the heterogeneous network along the linkage make it possible to recommend the most likely interested items to target users. However, the way it models user interest and quantizes interest lead some bias into the algorithm. Such as, it adopts the positive attitude into the interest diffusion process but without seeing that negative attitude also reflect user flavor and should be introduced into the computation. To overcome the drawbacks, this paper proposed an unbiased user interest model. Firstly, the unbiased model considers both positive and negative attitudes into user interest to eliminate the negative feedback discrimination. Secondly, it adopts a new criterion to divide interest from a perspective of statistic optimization. Last, it treats positive interest and negative interest equally to lower the rating bias by a symmetric formula when quantizing and weighting interest. Extensive experiments conducted on real data validate the advantage of the proposed model even with the same following diffusion process as the baseline algorithm.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114128861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On Reengineering Logistics Management Professional Teaching Team Based on the Workplace Learning Needs","authors":"Chao Lu","doi":"10.1145/3241748.3241749","DOIUrl":"https://doi.org/10.1145/3241748.3241749","url":null,"abstract":"To cultivate technical and applicable logistics management talents for the urgent need of society and enterprises, institutions of higher education are to let students learn in the workplace of logistics enterprises or logistics management department of production enterprises. At present, professional leader of logistics management lacks the advanced teaching philosophy, and does not have the \"compound\" and \"double master\" quality of construction logistics management major; Professional teachers of logistics management have solid and profound theoretical foundation, but lack of real practical experience; Part-time teachers lack the guidance of education teaching theory, and lack the basic ability of teaching education as a teacher. Therefore, a professional and versatile double-certificated teaching group of logistics management must be built by cultivating prominent major leaders, training a number of double-certificated professional backbone teachers, transforming a number of stable part-time teachers and founding a logistics management education guiding committee. The reconstruction makes a logistics management teaching group have profound theoretical knowledge, rich practical experience and the adaptation to workplace learning.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114025199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Application of Economic Analysis in the Field of Military and National Defense Legislation","authors":"J. You, LinXi OuYang, Xueying Zhang, S. Du","doi":"10.1145/3241748.3241766","DOIUrl":"https://doi.org/10.1145/3241748.3241766","url":null,"abstract":"Under the historical background of integration of world economy and the new international situation, the military and national defense legislation has become an important national strategy, which is closely related to the future destiny of the country and the nation. The analysis of military and national defense legislation by means of economics plays an important role in promoting the construction of modern military defense and even the core competitiveness of the country and the nation. From the perspective of law and Economics, this paper analyzes the importance and necessity of the military and national defense legislation, the present situation of the development of military and national defense legislation and the existing problems, then puts forward constructive suggestions.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127877337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on the Effect of MOOC in the Ideological and Political Education Course in China","authors":"Tingting Duan","doi":"10.1145/3241748.3241762","DOIUrl":"https://doi.org/10.1145/3241748.3241762","url":null,"abstract":"The ideological and political education (IPE) course in China is usually adopted traditional teaching method, and the teaching effect is not ideal. This paper attempts to change this situation. In this study, the learners are divided into two groups. One group is taught in a traditional way, while the other group is taught in the edX. First, formative evaluation is used for comparing the learning effect of two groups. Then, summative evaluation is adopted to compare the learning effect of two groups. The results show that the learning effect of the edX courses is better than that of the traditional courses. Based on this, some suggestions are proposed to strengthen the learning effect of this course.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123496048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Issam Jebreen, Moutasm Tamimi, Haya Almajali, Fasial Janabi
{"title":"Integration Testing in Small Packaged Software Vendors: A Systemic Snapshot","authors":"Issam Jebreen, Moutasm Tamimi, Haya Almajali, Fasial Janabi","doi":"10.1145/3241748.3241779","DOIUrl":"https://doi.org/10.1145/3241748.3241779","url":null,"abstract":"Purpose-One of the most important challenges in the industries is the process of adding modules to an existing software system, how the new module can be combined with the existing modules without making any negative effect on the current system, and how we preserve on the data without any influences. However, Integration testing is a procedure can examine the process of integration the modules correctly, and ensuring the positive effect on the existing software systems during the process of combining the modules. Method-This paper presents the systemic snapshot approach that can investigate the previously published papers by following stepwise procedures to collect and analyze the collected data. Results-According to our study pool included 30 published papers in the area of software Integration testing between 2013until 2017. By investigating the small packaged software, ERPs in Small and medium enterprises (SMEs), conducted the findings of the collection of the published papers on a repository, practiced the collected papers on a classification scheme that can present the findings of the event-based decisions according to the findings of years, location of published papers, research objectives, and others. Value-Showing the recent trends and directions in the integration testing in small packaged software vendors through the finding of the classifications. And to be the evidence-based and opportunities for the future researchers.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123814614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Knowledge Points Extraction of Junior High School English Exercises Based on SVM Method","authors":"Like Wang, Yuan Sun, Zhen Zhu","doi":"10.1145/3241748.3241768","DOIUrl":"https://doi.org/10.1145/3241748.3241768","url":null,"abstract":"In the process of learning English, students need to do a lot of exercises to improve English performance. The knowledge points of exercises are important to students, yet how to extract the knowledge points from exercises automatically is difficult, which is the foundation of the knowledge graph construction for students learning. In this paper, we use SVM to realize the knowledge points extraction of junior high school English exercises. Firstly, this paper obtains amounts of question data through analyzing electronic documents, and uses NLP tools to segment, POS tagging and named entity recognition. Secondly, we extract the knowledge points based on SVM model, which involves building multi-class feature vectors and constructing a hierarchical classification for question data. Finally, the experimental results prove the method is effective.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134414196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Visual Analysis of Business Model Innovation Research Based on Citespace","authors":"Yongan Zhang, Ming-choa Lu","doi":"10.1145/3241748.3241770","DOIUrl":"https://doi.org/10.1145/3241748.3241770","url":null,"abstract":"In recent years, the research of business model innovation has become a hot issue in the field of business model research. From the foreign scholars' research literature on business model innovation, although this research has achieved many important results, most of them lack the support of follow-up research. This article uses literature measurement method to analyze the relevant documents of the business model innovation, using Citespace network analysis software to visualize the research content of China's business model innovation, and aims to further grasp the business of our country through the analysis and analysis of related documents. Model innovation development context, frontier hotspots and future trends, in order to better conduct in-depth research on business model innovation. The study finds that the research on business model innovation has entered a period of vigorous development; multidisciplinary research has gradually become the direction of future research; and the integration of business model innovation with new technologies such as the Internet and big data will be a study of business model innovation. Hot spots and frontiers.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116517764","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Mediated Effect of Relationship Marketing on the Influences of Irritation Advertising in Fintech Times","authors":"Ching-Ting Tien, Hsu Ko Cheng, Syu Pei-Ling","doi":"10.1145/3241748.3241774","DOIUrl":"https://doi.org/10.1145/3241748.3241774","url":null,"abstract":"Internet being a less cost advertisement and medium, had paved the way for tremendous and intensity of online and on time. However, while the anytime advertisement messages had been delivered, there had been limited studies on key variables such as irritation advertisement, customer complaint behavior, customer loyalty and relationship marketing. This study examines the role of irritation advertisement and compliant behavior on customer loyalty by customers in banks and the mediating role relationship marketing plays in those relationships. In this study, methods used questionnaires, including the irritation advertisement scale, compliant behavior scale, relationship marketing scale, and customer loyalty scale. A total 300 questionnaires were administered in customers of banks in Taiwan. Out of these 300 questionnaires, 265 responses were received, a return rate of 88.34%. After discarding invalid questionnaires, a total of 265 valid questionnaires, the rate of valid samples was 100%. Data had been analyzed using descriptive analysis and structural equation model. Finding that the mediated effect of relationship marketing on the relationships of irritation advertisement, compliant behavior and customer loyalty. Finally there were suggestions and managerial implications had been proposed.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132044978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Teaching Reform of Computer Basic Course Combined with Specialty","authors":"Hua Li, J. Guo","doi":"10.1145/3241748.3241756","DOIUrl":"https://doi.org/10.1145/3241748.3241756","url":null,"abstract":"The computer basic courses for non-computer majors in China are aimed to students of different professional groups and should be combined with professional application and practice during course teaching. This paper introduces the education reform of the computer basic course for economic management specialty. This reform has designed the curriculum concept, content and practical teaching implementation plan combining with the specialty, and discussed the innovation and effect of the reform.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130581937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analysis on the Overall Level of Regional Innovation Environment in China","authors":"Yongan Zhang, Pei Hu","doi":"10.1145/3241748.3241771","DOIUrl":"https://doi.org/10.1145/3241748.3241771","url":null,"abstract":"As the first of the five development concepts, innovation can effectively drive the healthy development of economy. as the main factor influencing regional innovation, the regional innovation environment can to some extent affect the regional innovation input and output, which has far-reaching significance for the overall innovation development and even economic development of the region. In this paper, the main factors influencing the regional innovation environment are extracted by factor analysis, and on this basis, cluster analysis is applied to analyze the innovation environment level of all provinces in China. Through the research, we found that the regional innovation environment in China was quite different in general, among which the eastern region was significantly better than the central and western regions. further classification could divide the regional innovation environment into three categories.","PeriodicalId":339129,"journal":{"name":"Proceedings of the 2018 2nd International Conference on E-Education, E-Business and E-Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130592887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}