Adapting CRISP-DM for Idea Mining

نویسندگان

چکیده

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Specializing CRISP-DM for Evidence Mining

The use of all forms of computer and communication devices is changing human interaction and thinking. Electronic traces of actions and activities are continually being left behind most often unknowingly so. This situation creates opportunities for criminal investigators to make use of these traces and marks to uncover evidence. In this evidentiary discovery process several problems are experie...

متن کامل

CRISP-DM: Towards a Standard Process Model for Data Mining

The CRISP-DM (CRoss Industry Standard Process for Data Mining) project proposed a comprehensive process model for carrying out data mining projects. The process model is independent of both the industry sector and the technology used. In this paper we argue in favor of a standard process model for data mining and report some experiences with the CRISP-DM process model in practice. We applied an...

متن کامل

Adapting CRISP-DM Process for Social Network Analytics: Application to Healthcare

One of the key limitations about research involving big data is the lack of a sound methodological process that drives the conceptual and analytical questions posed to the data. In this study, we adapt the popular CRISP-DM process to analyze large volumes of unstructured data to generate analytical insights. We add specificity to the CRISP-DM methodology. Specifically, we propose “Cross Industr...

متن کامل

Using Data Mining for Bank Direct Marketing: an Application of the Crisp-dm Methodology

The increasingly vast number of marketing campaigns over time has reduced its effect on the general public. Furthermore, economical pressures and competition has led marketing managers to invest on directed campaigns with a strict and rigorous selection of contacts. Such direct campaigns can be enhanced through the use of Business Intelligence (BI) and Data Mining (DM) techniques. This paper de...

متن کامل

Instantiation and adaptation of CRISP-DM to Bioinformatics computational processes

Among the many contributions made by information technologies to Bioinformatics, the techniques of intelligent data analysis combined with optimization techniques are the main application field nowadays. Many researches focused on DNA microarray field have proposed different approaches trying to obtain new undiscovered knowledge of diseases such cancer. All these researches can be represented a...

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

ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2020

ISSN: 2156-5570,2158-107X

DOI: 10.14569/ijacsa.2020.0110603