Information Mining Projects Management Process

نویسندگان

  • Sebastian Martins
  • Patricia Pesado
  • Ramón García-Martínez
چکیده

Information Mining (also known as Knowledge Discovery Process) is a growing discipline in continuous expansion. Most of the progress accomplished, are focus on the development activities (i.e. those technical activities associated with the comprehension and adaptation of data, and the implementation of data mining algorithm). According to this conceptual framework, several process models were developed, which allow organizing and defining the set of tasks related to the development of information mining projects. These approaches omit the set of tasks oriented to the management and control of the process. In this paper, we propose a transversal management process to the development process currently in use in information mining projects. The proposed process focuses on removing existing gaps, providing an improvement on the project’s maturity and quality levels. Keywords-component; Information Mining Engineering; Project Management of Information Mining; Knowledge Discovery Process; Data Mining.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Antecedents of open source software defects: A data mining approach to model formulation, validation and testing

This paper develops tests and validates a model for the antecedents of open source software (OSS) defects, using Data and Text Mining. The public archives of OSS projects are used to access historical data on over 5,000 active and mature OSS projects. Using domain knowledge and exploratory analysis, a wide range of variables is identified from the process, product, resource, and end-user charac...

متن کامل

Risk Analysis in the Mining Industry

People in different societies and different economic, political environments perceive and evaluate risks of large and complex projects in significantly distinctive ways. This chapter demonstrates ways of identifying and analyzing risks in large projects using case studies of mining projects in Mongolia. According to the Project Management Body of Knowledge (PMBOK), composed by the Project Manag...

متن کامل

Fuzzy Extended Dependencies to Support Decision-Making in Project Management

Project management is becoming an important key process in industrial engineering in order to choose suitable and profitable projects for the companies. We have focused our interest from the manager point of view that needs quality data to make decisions about which kind of projects are more suitable for the company. But nowadays the suitability of the projects don’t depend only on quantitative...

متن کامل

A Proposal of a Process Model for Requirements Elicitation in Information Mining Projects

A problem addressed by an information mining project is transforming existing business information of an organization into useful knowledge for decision making. Thus, the traditional software development process for requirements elicitation cannot be used to acquire required information for information mining process. In this context, a process of requirements gathering for information mining p...

متن کامل

Methodological and practical aspects of data mining

We describe the different stages in the data mining process and discuss some pitfalls and guidelines to circumvent them. Despite the predominant attention on analysis, data selection and pre-processing are the most time-consuming activities, and have a substantial in ̄uence on ultimate success. Successful data mining projects require the involvement of expertise in data mining, company data, and...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016