2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)最新文献

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Discovering organizational process models of resources in a hospital using Role Hierarchy Miner 使用角色层次挖掘器发现医院资源的组织流程模型
Chaowalit Krutanard, P. Porouhan, W. Premchaiswadi
{"title":"Discovering organizational process models of resources in a hospital using Role Hierarchy Miner","authors":"Chaowalit Krutanard, P. Porouhan, W. Premchaiswadi","doi":"10.1109/ICTKE.2015.7368483","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368483","url":null,"abstract":"In this research, we analyzed the roles of the resources (i.e., personnel and staff in charge of handling the patients' treatment processes)based on an authentic medical event log previously captured and collected from an estate hospital in Bangkok, Thailand. The applications Disco and ProM were used in order to generate social networks in such a way that can evaluate the role of a resource in the hospital. Accordingly, using the Role Hierarchy Miner technique we could better visualize and simulate the relationships between the relevant resources with the assigned tasks in a well-structured approach. The results of the study can help the administrators to have a better idea about the personnel in charge of each task, resulting to better performance and efficiency of the process treatment processes in total. The findings of the study also can be used to detect and track the violations of the roles (and assigned duties) between the human resources of the governmental or private hospitals.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130933890","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: 19
Analysis of the social network miner (working together) of physicians 医生的社会网络挖掘(协同工作)分析
Ponlawat Rattanavayakorn, W. Premchaiswadi
{"title":"Analysis of the social network miner (working together) of physicians","authors":"Ponlawat Rattanavayakorn, W. Premchaiswadi","doi":"10.1109/ICTKE.2015.7368482","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368482","url":null,"abstract":"The main objective of the study is to analyze and investigate the relationships between staff and resources in a hospital using process mining social network miner technique with respect to working together metric. Using social network miner (working together metric) we could better track and trace the behavior of doctors during the treatment process of patients. Using this technique, we could better visualize and analyze the working behavior of physicians as well as identifying the doctors who actively played a major contribution during the treatment process. Therefore, the results of this study can be facilitate the treatment process of patients in a more timely, effective and efficient manner.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114839559","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: 9
Visualization of relations of stores by using Association Rule mining 基于关联规则挖掘的商店关系可视化
Sanetoshi Yamada, T. Funayama, Yoshiro Yamamoto
{"title":"Visualization of relations of stores by using Association Rule mining","authors":"Sanetoshi Yamada, T. Funayama, Yoshiro Yamamoto","doi":"10.1109/ICTKE.2015.7368463","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368463","url":null,"abstract":"For questionnaire data, a method is needed to understand questionnaire results and to find characteristics of questionnaire results by gender and generation. We previously suggested visualization of Association Rules to extract the characteristics of attributes (Yamada and Yamamoto, 2014). In this study, we find the relations between item classifications by using visualization of Association Rules for purchasing data. But, when we perform an Association Rule analysis for a large quantity of data, it is difficult to find meaningful rules because the support generally falls. When we extract rules of lower support, too many rules are extracted. Therefore, we propose a Conditional Association Rule Analysis and an Association Rule Analysis with User Attributes. In this study, we improve the visualization of Association Rules by Conditional Association Rule Analysis and the Association Rule Analysis with User Attributes.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128577520","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
Enhancing information technology services for e-business - the road towards optimization 为电子商务加强资讯科技服务-迈向优化之路
A. Idrees, A. Ibrahim
{"title":"Enhancing information technology services for e-business - the road towards optimization","authors":"A. Idrees, A. Ibrahim","doi":"10.1109/ICTKE.2015.7368474","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368474","url":null,"abstract":"Many of the current modern business organizations strongly rely on information Technology (IT) to attain its determined objectives. As achieving customer satisfaction is a basic objective, then one of the key success factors especially for e-business is the effective use of IT in order to raise the business performance in all its phases and ensure its continuous competitiveness. Therefore, supporting organizations to be able to effectively use their IT services leads directly to the performance optimization. Different models introduced their framework to guide the decision makers for the effective use of IT services starting from planning these services all the way to the IT services' operation and customers' support. However, each of these models have their own perspectives for IT services' improvement. As one of the important phases of any service model is the planning phase, therefore, our aim in this paper is to propose an enhanced framework for IT services' planning improvement as a positive step towards the IT services optimization with the target of ensuring a successful e-business. This step is considered our first step of a complete framework towards optimization, yet more enhancements in the whole process can be on focus for further research. We have also discussed a case study which apply the introduced framework to reveal its applicability.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127396690","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: 11
Analysis of the patients' treatment process in a hospital in Thailand using fuzzy mining algorithms 利用模糊挖掘算法分析泰国某医院患者的治疗过程
Eakarach Jaroenphol, P. Porouhan, W. Premchaiswadi
{"title":"Analysis of the patients' treatment process in a hospital in Thailand using fuzzy mining algorithms","authors":"Eakarach Jaroenphol, P. Porouhan, W. Premchaiswadi","doi":"10.1109/ICTKE.2015.7368484","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368484","url":null,"abstract":"This article investigates the corresponding relation of the patients who come to receive treatment at a hospital in Thailand. We applied Process Mining process discovery techniques in order to scrutinize and analyze the data which was previously collected in Microsoft Excel format, and later it was converted into a.csv extension file using the ProM 5.2 and the Disco Fluxicon. The main rationale for the study was to visualize and simulate the behavior of patients (at a estate governmental hospital in Bangkok) referring to different ward for versatile treatment processes of their diseases with respect to the number of time (i.e., frequency) they have visited those wards. Based on the results of study, we could better indicate the corresponding relationships between a group of patients (with specific diseases) which are related to each other and as well as a holistic treatment process view of the tasks and activities undertaken to attend to each case (i.e., patient). Accordingly, the findings of the research can significantly help the researchers and hospital administrators to develop and improve the collaboration of personnel in hospitals in a more effective and efficient way leading to enhancement of the performance.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"246 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121975043","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: 20
Analysis of handover of work in call center using social network process mining technique 基于社交网络流程挖掘技术的呼叫中心工作交接分析
Patcharin Panpanich, P. Porouhan, W. Premchaiswadi
{"title":"Analysis of handover of work in call center using social network process mining technique","authors":"Patcharin Panpanich, P. Porouhan, W. Premchaiswadi","doi":"10.1109/ICTKE.2015.7368478","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368478","url":null,"abstract":"This article investigates and analyzes the Handover of Work in a call center data previously collected from a telecommunication company in Thailand. The main objective of the study is to find the relationship values of the handover of work amongst the call center personnel in order to improve the efficiency of the handling with customers' receiving calls in total. To do this, we visualized the stored data based on the social network graphs with respect to handover of work metric. The main idea was to count the total number of times department J(in charge of specific received calls) performed an activity inbetween two activities performed by department I in such a way to indicate that work was subcontracted from department in to department J. Following the above-mentioned approach enabled us to easily and quickly track and trace the different departments (as well as the human resources dealing with the incoming calls) to attend and address the customers' receiving call in a more efficient, effective and timely manner.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130249797","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: 13
Towards an automated evaluation approach for e-procurement 迈向电子采购的自动评估方法
A. Idrees
{"title":"Towards an automated evaluation approach for e-procurement","authors":"A. Idrees","doi":"10.1109/ICTKE.2015.7368473","DOIUrl":"https://doi.org/10.1109/ICTKE.2015.7368473","url":null,"abstract":"Automatic Procurement process is currently a vital field for research, as it is one of the basic business processes that has been applied in different fields such as construction, computer, and others. Definitely all stages in the procurement process can be more efficient when applied electronically. While different researches have focused on the automatic submission for the offers, however, in this research, a new idea for providing an evaluation process for selecting the best offer without human interference is proposed. The research provides a decision with considering many constraints with no human interaction. The current status of the provided approach is considered as supportive tool for the technical committee as decision support tool until it is further developed and evaluated.","PeriodicalId":128925,"journal":{"name":"2015 13th International Conference on ICT and Knowledge Engineering (ICT & Knowledge Engineering 2015)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127668190","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: 12
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