Predicting responses to psychological questionnaires from participants' social media posts and question text embeddings

H Vu, S Abdurahman, S Bhatia… - Findings of the …, 2020 - aclanthology.org
Psychologists routinely assess people's emotions and traits, such as their personality, by
collecting their responses to survey questionnaires. Such assessments can be costly in …

[PDF][PDF] HiTZ-IXA at PoliticES-IberLEF2023: Document and Sentence Level Text Representations for Demographic Characteristics and Political Ideology Detection.

JF de Landa, R Agerri - IberLEF@ SEPLN, 2023 - ceur-ws.org
In this paper we describe our participation to the PoliticES 2023 shared task held at IberLEF
2023. The task focuses on extracting demographic and political information from tweets, and …

Friend2User: A new CNN based method for user network and content embedding

A Rekik, S Jamoussi - Online Social Networks and Media, 2024 - Elsevier
Nowadays, social networks have become an integral part of modern society, significantly
influencing individuals worldwide due to their extensive reach. Consequently, analyzing the …

User to Vector: Encoding User Behavior from Co-occurrence of Observations

A Milani, G Biondi, V Franzoni - IEEE Access, 2024 - ieeexplore.ieee.org
In this study, we propose the User2Vec framework, a novel approach for capturing user
behavior based on the co-occurrence of user activities. User behavior modeling is essential …

SoMeR: Multi-View User Representation Learning for Social Media

S Guo, K Burghardt, V Pantè, K Lerman - arXiv preprint arXiv:2405.05275, 2024 - arxiv.org
User representation learning aims to capture user preferences, interests, and behaviors in
low-dimensional vector representations. These representations have widespread …

HTIM: Hybrid Text-Interaction Modeling for Broadening Political Leaning Inference in Social Media

JF de Landa, A Zubiaga, R Agerri - arXiv preprint arXiv:2406.08201, 2024 - arxiv.org
Political leaning can be defined as the inclination of an individual towards certain political
orientations that align with their personal beliefs. Political leaning inference has traditionally …

Türkçe Metinlerde Otomatik Konu Tespiti

G Aydın, İ Hallaç - Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 2021 - dergipark.org.tr
Bu çalışmada çevrimiçi kullanılabilecek bir konu tespit sistemi önerilmiştir. Gizli Dirichlet
Ayırımı ile 4 farklı kategoriye ait toplam 400.000 haber dokümandan oluşan bir Türkçe …

User representation learning for social networks: An empirical study

IR Hallac, B Ay, G Aydin - Applied Sciences, 2021 - mdpi.com
Gathering useful insights from social media data has gained great interest over the recent
years. User representation can be a key task in mining publicly available user-generated …

基于文本语义和社交行为信息融合的讽刺检测方法

付朝阳, 陈致凯, 潘理 - 网络与信息安全学报, 2023 - infocomm-journal.com
讽刺是一种复杂的隐式情感, 讽刺检测是文本情感分析领域的重要研究问题,
对于社交网络舆情分析有极强的现实意义. 讽刺文本的表层语义和用户的真实情感往往相反 …

Efficient text classification with deep learning on imbalanced data improved with better distribution

B Yıldız - Turkish Journal of Science and Technology, 2022 - dergipark.org.tr
Technological developments and the widespread use of the internet cause the data
produced on a daily basis to increase exponentially. An important part of this deluge of data …