2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)最新文献

Relationship between the five factor model personality and learning effectiveness of teams in three information systems education courses 三门信息系统教育课程中五因素模型人格与团队学习效能的关系

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-08-29 DOI: 10.1109/SNPD.2017.8022718

M. Shuto, H. Washizaki, K. Kakehi, Y. Fukazawa, Shoso Yamato, Masashi Okubo, B. Tenbergen

引用次数: 10

Performance analysis of localization strategy for island model genetic algorithm 孤岛模型遗传算法定位策略的性能分析

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-08-29 DOI: 10.1109/SNPD.2017.8022741

A. A. Gozali, S. Fujimura

{"title":"Performance analysis of localization strategy for island model genetic algorithm","authors":"A. A. Gozali, S. Fujimura","doi":"10.1109/SNPD.2017.8022741","DOIUrl":"https://doi.org/10.1109/SNPD.2017.8022741","url":null,"abstract":"Genetic algorithm (GA) is one of the standard solutions to solve many optimization problems. One of a GA type used for solving a case is island model GA (IMGA). Localization strategy is a brand-new feature for IMGA to better preserves its diversity. In the previous research, localization strategy could carry out 3SAT problem almost perfectly. In this study, the proposed feature is aimed to solve real parameter single objective computationally expensive optimization problems. Differ with an issue in previous research which has a prior knowledge and binary, the computationally expensive optimization has not any prior knowledge and floating type problem. Therefore, the localization strategy and its GA cores must adapt. The primary goal of this research is to analyze further the localization strategy for IMGA's performance. The experiments show that the new feature is successfully modified to meet the new requirement. Localization strategy for IMGA can solve all computationally expensive functions consistently. Moreover, this new feature could make IMGA reaches leading ratio 0.47 among other current solvers.","PeriodicalId":186094,"journal":{"name":"2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116054895","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}

引用次数: 0

Evaluating the work of experienced and inexperienced developers considering work difficulty in sotware development 考虑软件开发中的工作难度，评估有经验和没有经验的开发人员的工作

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-08-29 DOI: 10.1109/SNPD.2017.8022717

Taketo Tsunoda, H. Washizaki, Y. Fukazawa, S. Inoue, Y. Hanai, Masanobu Kanazawa

引用次数: 4

A study of factors influencing intention to purchase local community product on E-Commerce website: The case of One Tambon One Product (OTOP) in Thailand 电子商务网站上当地社区产品购买意愿的影响因素研究——以泰国一家Tambon One product (OTOP)为例

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022724

Krittika Akasarakul, N. Cooharojananone, R. Lipikorn

{"title":"A study of factors influencing intention to purchase local community product on E-Commerce website: The case of One Tambon One Product (OTOP) in Thailand","authors":"Krittika Akasarakul, N. Cooharojananone, R. Lipikorn","doi":"10.1109/SNPD.2017.8022724","DOIUrl":"https://doi.org/10.1109/SNPD.2017.8022724","url":null,"abstract":"According to Thailand policy framework which has a policy to expand the market and create opportunities in business by using ICT and E-Commerce for supporting rural community people. However, these communities mostly do not have their own website to sell their products. They have to rely on web portal to sell their local community products. Therefore, having the rural community official website and electronic commerce (E-Commerce) would expect to gain more attention and would be more advantages to the community. Therefore, in this paper, we would like to study factors influencing customer's purchasing intention through internet shopping of One Tambon One Product (OTOP), derived from the concept of One Village One Product (OVOP) in Japan, between on web portal and official web. Several factors such as perceived ease of use, reliability of website, reliability of product and social influences that effect customer's purchasing intention were discussed and analyzed. The data was collected using a simply sampling method with survey participants who are people from each rural area in north eastern of Thailand. Understanding well the factors influencing online purchasing would allow rural people the possibility of making their official OTOP website to finally attract most of their potential consumers and profit most from the opportunities offered by E-Commerce.","PeriodicalId":186094,"journal":{"name":"2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122444877","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}

引用次数: 5

An improved ant colony optimization for green multi-depot vehicle routing problem with time windows 带时间窗的绿色多车场车辆路径问题的改进蚁群优化

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022743

Islem Kaabachi, Dorra Jriji, S. Krichen

引用次数: 5

Smart farming: ICT based agriculture: Keynote address 智慧农业:基于ICT的农业:主题演讲

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022651

H. Yoe

引用次数: 3

Recognizing Arabic letter utterance using convolutional neural network 基于卷积神经网络的阿拉伯字母语音识别

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022720

R. Rajagede, Chandra Kusuma Dewa, Afiahayati

引用次数: 9

Estimating body condition score of cows from images with the newly developed approach 基于图像的奶牛体况评分方法

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022705

N. Lynn, Zin Mar Kyu, Thi Thi Zin, I. Kobayashi

引用次数: 4

Text mining and pattern clustering for relation extraction of breast cancer and related genes 基于文本挖掘和模式聚类的乳腺癌及其相关基因关系提取

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022701

Koya Kawashima, Wenjun Bai, Changqin Quan

引用次数: 9

Intelligent integrated coking flue gas indices prediction 智能集成焦化烟气指标预测

2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2017-06-26 DOI: 10.1109/SNPD.2017.8022698

Yaning Li, Xuelei Wang, Jie Tan, Chengbao Liu, X. Bai

{"title":"Intelligent integrated coking flue gas indices prediction","authors":"Yaning Li, Xuelei Wang, Jie Tan, Chengbao Liu, X. Bai","doi":"10.1109/SNPD.2017.8022698","DOIUrl":"https://doi.org/10.1109/SNPD.2017.8022698","url":null,"abstract":"Focus on the first China domestic coking flue gas desulfurization and denitriation integrated device, in order to solve the problem that the entrance parameters fluctuate and a detection lag exists due to the upstream coking workshop, which is extremely unfavorable to the optimal control of desulfurization and denitriation process. An intelligent integrated prediction model of flue gas SO2 concentration, O2 content and NOx concentration was proposed: the mechanism models of SO2, NOx concentration and O2 content were established according to the principle of material balance and reaction kinetics, respectively. For the prediction error, raw data was pretreated and the auxiliary variables were determined by principal component analysis, in order to improve the training speed and generalization ability of neural network, an improved RBFNN combining optimal stopping principle and dual momentum adaptive learning rate was proposed and used to compensate the error. Based on the practical data of two 55-hole and 6-meter top charging coke ovens in the coking group, the effectiveness and superiority of proposed model and method were verified by simulation via comparison of various models.","PeriodicalId":186094,"journal":{"name":"2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116888825","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}

引用次数: 0