Research Note: A Cooperative Discussion Support System through Visualization of Participants' Contributions to a Discussion

This paper proposes a new discussion support system. The proposed system supports participants in cooperative discussions, evaluates the contributions of participants to a discussion, and visualizes the contribution points in a ranking list. We have developed the proposed system and evaluated it in an evaluation experiment. Experimental results show that the proposed system supports cooperative discussions.     

Research Note: The Paradox of Cloud Computing in Japan

Cloud Computing is defined as computer usage delivered as a service over the Internet. This cloud computing is classified as public computing, private computing, or hybrid computing. Public cloud computing is open to any customer who pays service charges. On the contrary, private cloud computing is used by a member of a company who has constructed a cloud computing system over a restricted domain on that company's information infrastructure. Hybrid cloud computing is a mix of both the public and private. Which type of cloud computing is popular in Japan? To answer this question I mailed questionnaires to 2,284 enterprises listed on the Tokyo Stock Exchange Market in 2012 and 2013. I analyzed the relationship between these answers and financial indexes using a multinomial logistic regression model. I concluded that the total assets was the most effective factor in the decision to introduce the public cloud, and the accumulated profit was one of the most effective factors in the decision to introduce the hybrid cloud. These findings are not consistent with orthodox price theory.     

Research Note: Statistical Analysis on E-mail Magazines used by Japanese Prime Ministers

This paper presents a multiple regression analysis of the relationship between the frequencies of political keywords on cabinet e-mail magazines and cabinet approval ratings from the period of April 2001 to September 2009 in Japan. The authors found that Prime Minister Junichiro Koizumi was the only Prime Minister who utilized a cabinet e-mail magazine as a strong political tool. Other prime ministers from the Liberal Democratic Party failed to utilize this type of magazine as a tool. In addition, we concluded that Japanese voters did not highly value the Koizumi Cabinet’s economic performance, but highly evaluated its message in the electronic information space of political economy.     

Research Note: Analysis of the Characteristics of Victims in Information Security Incident Damages: The Case of Japanese Internet Users

In this article, the authors investigate the attributes of victims in information security incident damages for the purpose of reducing the damages. The Information-Technology Promotion Agency, Japan, in 2010, conducted an Internet survey targeted to Japanese Internet home users entitled, “Survey of awareness toward information security incidents” that is used in this article. Using micro data collected from this survey, they employed multinomial logit regression analysis to show factors affecting the user’s experience of the incidents of damage through particular incidents. They concluded that the overconfidence regarding information security knowledge increased the probability for phishing and spoofing.     

清华科技园：园区产学研创新读本

＂清华科技园在我国大学科技园建设中发挥了示范、带动、辐射作用。无论是在创业孵化能力上还是在创新服务模式上,清华科技园都处于世界一流水平。＂     

A Taxi Zoning Analysis Using Large-Scale Probe Data: A Case Study for Metropolitan Bangkok

Taxis are considered one of the most convenient means of transportation, especially when people have to travel off-route, where public transportation is not a feasible option, and also when they need to reach a destination according to what is most convenient for them. However, many issues exist about taxi services, such as the problems of passengers who are unable to get taxi service at the location of their choice, or problems concerning when they need the taxi service to arrive. These problems may be due to the unavailability of the taxi at that particular location or due to the taxi driver not wanting to provide service. A taxi driver may not want to provide service to a potential passenger, because they may have preferences on the direction and areas they want to go or because of the different types of service zoning. Understanding the behaviors of taxi drivers and the characteristics of the trip/travel might be helpful to solving such issues. In this study, we conducted an analysis from a questionnaire survey and large-scale taxi probe data to understand taxi service behavior, travel characteristics, and to discover taxi service zoning characteristics. As a result, four types of taxi service zones including isolated zones, interactive zones, special service zones, and target zones were encountered. Travel characteristics were calculated and analyzed at different criteria, such as weekdays, weekends, and various time windows in a single day. The result of these characteristics was explained according to their similarities and dissimilarities in each type of zone. The discovery of the different zones and their respective definitions might be a good initiative for further development of a policy for taxi drivers to provide better service for passengers.     

Facebook e-Portfolios for Career Education Focused on Japanese Employment Practice: A Case Study

The authors propose the effectiveness of Facebook functions in the promotion of career education. In recent years, career education in Japanese universities has differed slightly from that in other countries. Japanese students are trained to be competitive in the job-hunting process; they need to obtain the technical skills and knowledge necessary to pass a company entrance examination or a university oral interview. This practice is in stark contrast with the intrinsic meaning of vocational/career education, which is the process by which students acquire the abilities and independence required by a certain industry. This meaning is manifested in the purpose of the career education program of Hokkai-Gakuen University’s Faculty of Business Administration. The program’s purpose is to foster independence in its students rather than the acquisition of skills for the job-hunting process. The professional independence of every student is important to their career development after graduating from the university. On the other hand, it is known that e-portfolios generally encourage students to record and assess their activities. To promote the activities that students tackle in the program, we introduced an e-portfolio using Facebook. This study shows the characteristics and achievements of our e-portfolio.     

Prediction Model for Bollywood Movie Success: A Comparative Analysis of Performance of Supervised Machine Learning Algorithms

The main purpose of this paper is to do a comparative analysis of prediction models using various machine learning techniques. The models will be used to predict whether a movie will be a hit or flop before it is actually released. The techniques used for comparisons are decision tree, random forest (RF), support vector machine, logistics regression, adaptive tree boosting, and artificial neural network algorithms. The major predictors used in the models are the ratings of the lead actor, IMDb ranking of a movie, music rank of the movie, and total number of screens planned for the release of a movie. The results of most models indicated a reasonable accuracy, ranging from 80 to 90%. However, models based on two techniques, RF and logistic regression, achieved an accuracy of 92%. From the results, the most important predictors of a movie’s success are music rating, followed by its IMDb rating and total screens used for release.