{"title":"Repurpose Social Network Sites based on LmPR: Like-minded People Recommendation","authors":"Yun-Ting Su, S. Young","doi":"10.1109/ICAIE.2010.5641466","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641466","url":null,"abstract":"The authors look at learning potentials of Social Network Sites (SNSs) and attempt to harness the wisdom of crowds. To promote interchanges of useful information among individuals and groups, this paper presents a model of a novel application, Like-minded People Recommendation (LmPR). LmPR recommends like-minded people to users in SNSs automatically based on text mining and collaborative filtering technologies. Hence, LmPR is able to help people to locate latent learning partners with similar interests and concerns. The learning partners consist of multiple roles such as novices, peers, and experts. To investigate the learning potential, the authors will implement LmPR on Twitter and will aim to assist and facilitate practices of Social Development Theory (SDT) and Collaborative Learning (CL) in SNSs. Through the use of LmPR, people are encouraged to spontaneously form a Community of Practice (CoP) to enhance the interactions among their learning community formed by like-minded people.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124804344","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 study of optimization of the traffic video surveillance network","authors":"Feng Xuefeng","doi":"10.1109/ICAIE.2010.5640968","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5640968","url":null,"abstract":"In order to monitor the hit and run automobiles effectively, it's necessary to optimize the traffic video surveillance network. The main work is choosing the directions of the monitors in the traffic video surveillance network to minimize the number of safe roads which are not monitoring. Based on the analysis of the traffic road network and traffic video surveillance network, a method based on genetic algorithm is designed to solve the optimization problem. The experiment results show the model and the algorithm are effective.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126471965","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":"An AUV integrated navigation method based on improved genetic neural network","authors":"B. Yin, XueSong Pan, Cong Yu, Bing Liu","doi":"10.1109/ICAIE.2010.5641498","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641498","url":null,"abstract":"As extended Kalman filter (EKF) is liable to get divergence in the process of data fusion in autonomous underwater vehicle (AUV) integrated navigation system, a neural network (NN) based on the genetic algorithm (GA) is applied in the system. But there are many drawbacks such as prematurity, bad stability, fixed cross and mutation probability in the conventional GA, so an improved GA is proposed. The improvements include float coding, competition selection strategy, reservation of the best individual, “migration” mechanism, and redefined operators including crossover operator and adaptive crossover-mutation operator. The simulation results indicate that the algorithm is more effective, and achieves the precision of EKF.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128272908","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 study of dynamic dividing level instruction mode in E-learning","authors":"Wei Tang, Junqing Cheng","doi":"10.1109/ICAIE.2010.5641438","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641438","url":null,"abstract":"With the rapid development of information technology in education, E-learning is changing humanity's learning method by the astonishing speed, However, with further research, E-learning exposes some problems in the practical application, through constant study and practice, on the basis of summarizing the traditional teaching at different level in classroom, propose dynamic dividing level instruction mode in E-learning.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124667574","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 teaching experiment platform design for PKI technology and application courses","authors":"Huiyan Wang","doi":"10.1109/ICAIE.2010.5641107","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641107","url":null,"abstract":"PKI technology is an indispensable and basic security technology for e-commerce and e-government. As the development of information security, e-commerce and other related professionals, it is urgent to build experimental platform to meet the needs of teaching PKI technology courses. From the application point of view, this work constructs teaching experimental platform and designs the corresponding application-oriented teaching experiment. The platform includes DNS server, HTTPS server, email security server and so on. The proposed design can be very helpful for students to learn PKI technology courses.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134046898","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":"A new algorithm of Infomax for small numbers of sound signal separation","authors":"Qinggui Jin, Guolong Liang","doi":"10.1109/ICAIE.2010.5641410","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641410","url":null,"abstract":"Independent Component Analysis (ICA) is a method of finding unknown source signals from signal mixtures, and it is just one of many solutions to the Blind source separation (BSS )problem. This research focuses on the “Infomax” algorithm, which finds a number of independent source signals from the same number of signal mixtures by maximizing the entropy of the signals. For small numbers of signal mixtures (two to three), the Infomax algorithm is found to be rather efficient.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"381 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133433199","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":"Risk assessment of international engineering contractors from the financial perspective","authors":"Feixiang Li, Changxin Xu, Yiping Yang","doi":"10.1109/ICAIE.2010.5641505","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641505","url":null,"abstract":"How to identify and evaluate the financial risk of the international engineering contractors effectively is the major issue that Chinese enterprises have to face. From the contractor's perspective and combining with the characteristics of international engineering contracting, this article identified the exchange rate, interest rate, inflation and other factors in the financial risk, then measured the financial risk based on the NPV-VaR model, and finally established the basic framework of the financial risk assessment of the international engineering contractors, so as to provide decision support for the international engineering contractors.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133121798","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":"Efficient unsupervised extraction of words categories using symmetric patterns and high frequency words","authors":"Liu Rong, Zhang Zhiping, Pang Ning","doi":"10.1109/ICAIE.2010.5641103","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641103","url":null,"abstract":"This paper presents a novel approach for discovering and extracting sets of words sharing semantic meaning. We utilize meta-patterns of high frequency words and content words in order to discover pattern candidates. Symmetric patterns are then identified using graph-based measures, and word categories are created based on graph clique sets. Our method is the pattern-based method that requires no seed patterns or words provided manually. For Chinese, only POS is carried out in advance. The computation time for large corpora is linear. The result is preferable by manual judgment.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130119567","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 and design of restaurant service in wireless call system","authors":"Zhu Bing, Xuelin Zhou, T. Bin, Peng Xu-Ge","doi":"10.1109/ICAIE.2010.5641462","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641462","url":null,"abstract":"The design of wireless calling system services is using STC89C52RC microcontroller as core in restaurant. The system is based on infrared remote controlling module, which sends the customer information to the client under table, the client to process the information, and then sends information to the service by nRF2401 radio frequency module. After receiving the information service will show the needs of customer by termination module. So it is providing the best “Efficient, Quick” Service for customer. The system has been proved to be of high accuracy, easy in operating and high reliability on site.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114195628","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":"Sports network teaching platform based on constructurism","authors":"Shisong Qing","doi":"10.1109/ICAIE.2010.5641489","DOIUrl":"https://doi.org/10.1109/ICAIE.2010.5641489","url":null,"abstract":"Guided by constructivism, combined with the characteristics of physical education and practical needs, this paper designs a “Independence, interaction and innovation” sports network teaching platform which breaks the traditional concepts and methods of teaching, provides students with an online environment and platform for independent study, and plays a positive role in enriching teaching resources and promoting teaching space-time.","PeriodicalId":216006,"journal":{"name":"2010 International Conference on Artificial Intelligence and Education (ICAIE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114310890","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}