Leveraging process mining techniques for up-to-date resource profiles
نویسندگان
چکیده
Keeping an up-to-date overview of the knowledge and skills available in an organization is a difficult task. Looking at this problem we propose the use of data, that already exists in the organization’s information systems, as a means to keep user knowledge profiles up to date. To extract the required information from these information systems, we suggest the use of process mining. We illustrate the current state of our research and the end goals we aim to reach with it. We state a general research question. We then apply this to a software development setting, applying knowledge gained during an ongoing case study at a software development company.
منابع مشابه
Application of non-linear regression and soft computing techniques for modeling process of pollutant adsorption from industrial wastewaters
The process of pollutant adsorption from industrial wastewaters is a multivariate problem. This process is affected by many factors including the contact time (T), pH, adsorbent weight (m), and solution concentration (ppm). The main target of this work is to model and evaluate the process of pollutant adsorption from industrial wastewaters using the non-linear multivariate regression and intell...
متن کاملGuidance-Based Teaching Methods; An Up-to-Date Ethical Appendix for the Effectiveness of Islamic Teachings Courses in Universities
One of the most important educational goals in teaching the Islamic teachings is to improve the level of knowledge and faith of the students by providing appropriate educational content. To achieve this goal, various educational methods can be suggested. According to the present writer, “Guidance-based teaching method” as one of the subsets of active teaching methods is one of the most effectiv...
متن کاملA Proposed Data Mining Methodology and its Application to Industrial Procedures
Data mining is the process of discovering correlations, patterns, trends or relationships by searching through a large amount of data stored in repositories, corporate databases, and data warehouses. Industrial procedures with the help of engineers, managers, and other specialists, comprise a broad field and have many tools and techniques in their problem-solving arsenal. The purpose of this st...
متن کاملApplication of Rough Set Theory in Data Mining for Decision Support Systems (DSSs)
Decision support systems (DSSs) are prevalent information systems for decision making in many competitive business environments. In a DSS, decision making process is intimately related to some factors which determine the quality of information systems and their related products. Traditional approaches to data analysis usually cannot be implemented in sophisticated Companies, where managers ne...
متن کاملارائه مدلی برای استخراج اطلاعات از مستندات متنی، مبتنی بر متنکاوی در حوزه یادگیری الکترونیکی
As computer networks become the backbones of science and economy, enormous quantities documents become available. So, for extracting useful information from textual data, text mining techniques have been used. Text Mining has become an important research area that discoveries unknown information, facts or new hypotheses by automatically extracting information from different written documents. T...
متن کامل