Twin: Personality-based intelligent recommender system

A Roshchina, J Cardiff, P Rosso - Journal of Intelligent & …, 2015 - content.iospress.com
This paper presents the “Tell me What I Need”(TWIN) Personality-based Intelligent
Recommender System, the goal of which is to recommend items chosen by like-minded (or …

Personality Profiling from Text: Introducing Part-of-Speech N-Grams

WR Wright, DN Chin - … Conference, UMAP 2014, Aalborg, Denmark, July 7 …, 2014 - Springer
A support vector machine is trained to classify the Five Factor personality of writers of free
text. Writers are classified for each of the five personality dimensions as high/low with the …

A comparative evaluation of personality estimation algorithms for the twin recommender system

A Roshchina, J Cardiff, P Rosso - … of the 3rd international workshop on …, 2011 - dl.acm.org
The appearance of the so-called recommender systems has led to the possibility of reducing
the information overload experienced by individuals searching among online resources …

Extracting interest tags from twitter user biographies

Y Ding, J Jiang - Asia Information Retrieval Symposium, 2014 - Springer
Twitter, one of the most popular social media platforms, has been studied from different
angles. One of the important sources of information in Twitter is users' biographies, which …

Estimating the effect of exercising on users' online behavior

SM Falavarjani, H Hosseini, Z Noorian… - Proceedings of the …, 2017 - ojs.aaai.org
This study aims to estimate the influence of offline activity on users' online behavior, relying
on a matching method to reduce the effect of confounding variables. We analyze activities of …

Contextual personality-aware recommender system versus big data recommender system

M Szmydt - Business Information Systems, 2021 - tib-op.org
Many personality theories suggest that personality influences customer shopping
preference. Thus, this research analyses the potential ability to improve the accuracy of the …

The annotation: a track of reader's personality traits on paper

N Omheni, O Mazhoud, A Kalboussi… - Proceedings of the 2014 …, 2014 - dl.acm.org
In this paper we analyze the influence of the personality traits on the annotator annotation
practices, by focusing on the study of the correlation between readers personalities and …

Evaluating the similarity estimator component of the TWIN personality-based recommender system

A Roshchina, J Cardiff, P Rosso - 2012 - arrow.tudublin.ie
With the constant increase in the amount of information available in online communities, the
task of building an appropriate Recommender System to support the user in her decision …

Personality profiling from text and grammar

WR Wright - International Conference on User Modeling, Adaptation …, 2014 - Springer
Personality assessment can be used to predict subjects' use of products and services,
thriving in academic programs, and performance in work environments. To avoid the costs …

An Analysis of Travelers' Personalities and Accommodations Ratings Using Open Datasets

N Takahashi, Y Hamada, H Shoji - International Conference on Human …, 2023 - Springer
E-commerce can facilitate destination and facility selection for tourism purposes. To
effectively harness its full potential, it is imperative to ascertain the relationship between the …