DENOVA: Predicting Five-Factor Model using Deep Learning based on ANOVA

M. Nasiri; H. Rahmani

Volume 9, Issue 4 , November 2021, , Pages 451-463

http://dx.doi.org/10.22044/jadm.2021.10471.2186

Abstract
  Determining the personality dimensions of individuals is very important in psychological research. The most well-known example of personality dimensions is the Five-Factor Model (FFM). There are two approaches 1- Manual and 2- Automatic for determining the personality dimensions. In a manual approach, ...  Read More

Document and Text Processing
A Joint Semantic Vector Representation Model for Text Clustering and Classification

S. Momtazi; A. Rahbar; D. Salami; I. Khanijazani

Volume 7, Issue 3 , July 2019, , Pages 443-450

http://dx.doi.org/10.22044/jadm.2019.7400.1876

Abstract
  Text clustering and classification are two main tasks of text mining. Feature selection plays the key role in the quality of the clustering and classification results. Although word-based features such as term frequency-inverse document frequency (TF-IDF) vectors have been widely used in different applications, ...  Read More

A.1. General
Competitive Intelligence Text Mining: Words Speak

A. Zarei; M. Maleki; D. Feiz; M. A. Siahsarani kojuri

Volume 6, Issue 1 , March 2018, , Pages 79-92

http://dx.doi.org/10.22044/jadm.2017.950

Abstract
  Competitive intelligence (CI) has become one of the major subjects for researchers in recent years. The present research is aimed to achieve a part of the CI by investigating the scientific articles on this field through text mining in three interrelated steps. In the first step, a total of 1143 articles ...  Read More