Stefan Trausan-Matu

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 132

Top Venues

Publications

Ioana Raluca Zaman, Stefan Trausan-Matu
A Survey on Using Linguistic Markers for Diagnosing Neuropsychiatric Disorders with Artificial Intelligence. Inf. 15 (3) (2024)
Christian Scheibenzuber, Laurentiu-Marian Neagu, Stefan Ruseti, Benedikt Artmann, Carolin Bartsch, Montgomery Kubik, Mihai Dascalu, Stefan Trausan-Matu, Nicolae Nistor
Dialog in the echo chamber: Fake news framing predicts emotion, argumentation and dialogic social knowledge building in subsequent online discussions. Comput. Hum. Behav. 140 (2023)
Razvan Paroiu, Stefan Trausan-Matu
Measurement of Music Aesthetics Using Deep Neural Networks and Dissonances. Inf. 14 (7) (2023)
Alexandru-Costin Baroiu, Stefan Trausan-Matu
ChatGPT vs Sarcasm - How Well do State of the Art Language Models Handle Sarcasm? CoDIT (2023)
Razvan Paroiu, Stefan Trausan-Matu
Assisting students to compose music with deep neural networks and aesthetic measurement feedback. RoEduNet (2023)
Alexandru-Costin Baroiu, Stefan Trausan-Matu
How capable are state-of-the-art language models to cope with sarcasm? CSCS (2023)
Andrei-Marius Avram, Verginica Barbu Mititelu, Vasile Pais, Dumitru-Clementin Cercel, Stefan Trausan-Matu
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation. CoRR (2023)
Ioana Raluca Zaman, Stefan Trausan-Matu, Traian Rebedea
Analysis of medical conversations for the detection of depression. RoCHI (2023)
Robert-Constantin Ivan, Stefan Trausan-Matu
A quantitative aesthetic analysis of artificial intelligence generated music. RoCHI (2023)
Ionel Hosu, Traian Rebedea, Stefan Trausan-Matu
Disentangling Exploration and Exploitation in Deep Reinforcement Learning Using Contingency Awareness. ICONIP (5) (2022)
Alexandru-Costin Baroiu, Stefan Trausan-Matu
Automatic Sarcasm Detection: Systematic Literature Review. Inf. 13 (8) (2022)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Automatic Fake News Detection for Romanian Online News. Inf. 13 (3) (2022)
Marian Gabriel Sandu, Stefan Trausan-Matu
Comparing model-agnostic and model-specific XAI methods in Natural Language Processing. RoCHI (2022)
Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Mihai Carabas, Traian Rebedea, Stefan Trausan-Matu
Before and during COVID-19: A Cohesion Network Analysis of students' online participation in moodle courses. Comput. Hum. Behav. 121 (2021)
Ioana-Ruxandra Stancioi, Stefan Trausan-Matu
Fake Review Detection Techniques. RoCHI (2021)
Horia-Ioan Iancu, Stefan Trausan-Matu
Generating Music from Poems using Neural Networks. RoCHI (2021)
Sergiu Zaharia, Traian Rebedea, Stefan Trausan-Matu
CWE Pattern Identification using Semantical Clustering of Programming Language Keywords. CSCS (2021)
Cristiana Paula Iordache, Stefan Trausan-Matu
Analysis and Prediction of Politeness in Conversations. RoCHI (2021)
Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu
Dialogism Meets Language Models for Evaluating Involvement in CSCL Conversations. SLERD (2021)
Razvan Paroiu, Stefan Trausan-Matu
A new approach for chat sonification. CSCS (2021)
Cristian Dascalu, Stefan Trausan-Matu
Experiments with Contextualized Word Embeddings for Keyphrase Extraction. CSCS (2021)
Stefan Ruseti, Maria-Dorinela Dascalu, Dragos-Georgian Corlatescu, Mihai Dascalu, Stefan Trausan-Matu, Danielle S. McNamara
Exploring Dialogism Using Language Models. AIED (2) (2021)
Irina Toma, Bianca-Eugenia Stefan, Mihai Dascalu, Stefan Trausan-Matu
The Astronaut Game - A Vocabulary Game Employing Natural Language Processing Techniques. RoCHI (2021)
Ioana Raluca Zaman, Stefan Trausan-Matu
Detecting deception in conversations. RoCHI (2021)
Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu
Multi-document Cohesion Network Analysis: Visualizing Intratextual and Intertextual Links. AIED (2) (2020)
Liviu-Andrei Nita, Stefan Trausan-Matu, Traian Rebedea
Analysis of convergence and divergence in chat conversations. RoCHI (2020)
Irina Mitocaru, Gabriel Gutu-Robu, Melania Nitu, Mihai Dascalu, Stefan Trausan-Matu, Silvia Tomescu, Gabriela Florescu
The Lib2Life Platform - Processing, Indexing and Semantic Search for Old Romanian Documents. RoCHI (2020)
Gabriel Gutu-Robu, Darius Mihai, Mihai Dascalu, Mihai Carabas, Stefan Trausan-Matu, Sunhea Choi, Keith M. Godfrey, Brigitte Angela Brands, Berthold Koletzko
Cohesion Network Analysis: Customized Curriculum Management in Moodle. SYNASC (2020)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Targeted Romanian Online News in a Mobile Application Using AI. RoCHI (2020)
Irina Toma, Laurentiu-Marian Neagu, Mihai Dascalu, Stefan Trausan-Matu, Laurentiu Hanganu, Eugen Simion
Emerging Patterns in Romanian Literature and Interactive Visualizations based on the General Dictionary of Romanian Literature. RoCHI (2020)
Maria-Dorinela Dascalu, Mihai Dascalu, Stefan Ruseti, Mihai Carabas, Stefan Trausan-Matu, Danielle S. McNamara
Cohesion Network Analysis: Predicting Course Grades and Generating Sociograms for a Romanian Moodle Course. ITS (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Costin-Gabriel Chiru, Stefan Trausan-Matu
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis. SemEval@COLING (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Costin-Gabriel Chiru, Stefan Trausan-Matu
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis. CoRR (2020)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Automatic Irony Detection for Romanian Online News. ICSTCC (2020)
Nicolae Nistor, Mihai Dascalu, Christian Tarnai, Stefan Trausan-Matu
Predicting newcomer integration in online learning communities: Automated dialog assessment in blogger communities. Comput. Hum. Behav. 105 (2020)
Cristian Onose, Claudiu-Marcel Nedelcu, Dumitru-Clementin Cercel, Stefan Trausan-Matu
A Hierarchical Attention Network for Bots and Gender Profiling. CLEF (Working Notes) (2019)
Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Danielle S. McNamara, Stefan Trausan-Matu
Longitudinal Analysis and Visualization of Participation in Online Courses Powered by Cohesion Network Analysis. CSCL (2019)
Andrei Simion, Mihai Dascalu, Stefan Trausan-Matu
Analysis of Trends in Online Romanian News Using Semantic Models. CSCS (2019)
Maria-Dorinela Dascalu, Ionut Cristian Paraschiv, Bogdan Nicula, Mihai Dascalu, Stefan Trausan-Matu, Alexandru Costin Nuta
Intelligent Platform for the Analysis of Drug Leaflets Using NLP Techniques. RoEduNet (2019)
Robert-Florian Samoilescu, Mihai Dascalu, Maria-Dorinela Sirbu, Stefan Trausan-Matu, Scott A. Crossley
Modeling Collaboration in Online Conversations Using Time Series Analysis and Dialogism. AIED (1) (2019)
Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Stefan Trausan-Matu
Towards a Deep Speech Model for Romanian Language. CSCS (2019)
Bogdan Nicula, Mihai Dascalu, Maria-Dorinela Sirbu, Stefan Trausan-Matu, Alexandru Nuta
Building a Comprehensive Romanian Knowledge Base for Drug Administration. RANLP (2019)
Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Renu Balyan, Danielle S. McNamara, Stefan Trausan-Matu
Automated Scoring of Self-explanations Using Recurrent Neural Networks. EC-TEL (2019)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
A Three Word-Level Approach Used in Machine Learning for Romanian Sentiment Analysis. RoEduNet (2019)
Orlando-Georgian Ene, Maria-Dorinela Sirbu, Mihai Dascalu, Stefan Trausan-Matu, Alexandru Costin Nuta
PIAM - Intelligent Platform for Retrieving Relevant Information on Drugs Marketed in Romania. CSCS (2019)
Ionut Cristian Paraschiv, Dorinela Sirbu, Bogdan Nicula, Mihai Dascalu, Stefan Trausan-Matu, Alexandru Costin Nuta
Designing an Intelligent Platform for Drugs Administration. RoCHI (2019)
Sergiu Zaharia, Traian Rebedea, Stefan Trausan-Matu
Source Code Vulnerabilities Detection Using Loosely Coupled Data and Control Flows. SYNASC (2019)
Nicolae Nistor, Mihai Dascalu, Stefan Trausan-Matu
Joining Informal Learning in Online Knowledge Communities and Formal Learning in Higher Education: Instructional Design and Evaluation of a Blended-Learning Seminar with Learning Analytics Support. IxD&A 43 (2019)
Stefan Ruseti, Maria-Dorinela Sirbu, Mihnea Andrei Calin, Mihai Dascalu, Stefan Trausan-Matu, Gheorghe Militaru
Comprehensive Exploration of Game Reviews Extraction and Opinion Mining Using NLP Techniques. ICICT (1) (2019)
Laurentiu-Marian Neagu, Teodor-Mihai Cotet, Mihai Dascalu, Stefan Trausan-Matu, Lucian Chisu, Eugen Simion
Semantic Recommendations and Topic Modeling Based on the Chronology of Romanian Literary Life. SETE@ICWL (2019)
Caroline-Cristina Stere, Stefan Trausan-Matu
Poem sonification: from words to notes. RoCHI (2019)
Irina Toma, Teodor-Mihai Cotet, Mihai Dascalu, Stefan Trausan-Matu
ReadME - Your Personal Writing Assistant. EC-TEL (2019)
Boboc Ionut, Mihai Dascalu, Stefan Trausan-Matu
Image Style Transfer using Text Descriptions. RoCHI (2019)
Stefan Trausan-Matu
Is it possible to grow an I-Thou relation with an artificial agent? A dialogistic perspective. AI Soc. 34 (1) (2019)
Wim Westera, Mihai Dascalu, Hub Kurvers, Stefan Ruseti, Stefan Trausan-Matu
Automated essay scoring in applied games: Reducing the teacher bandwidth problem in online training. Comput. Educ. 123 (2018)
Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu
Help Me Understand This Conversation: Methods of Identifying Implicit Links Between CSCL Contributions. EC-TEL (2018)
Dragos-Georgian Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu, Cosmin Karl Banica
Concurrent Processing of Scientific Articles using Cohesion Network Analysis. RoEduNet (2018)
Mihai Dascalu, Ionut Cristian Paraschiv, Danielle S. McNamara, Stefan Trausan-Matu
Towards an Automated Model of Comprehension (AMoC). EC-TEL (2018)
Brahma Dathan, Stefan Trausan-Matu
Algorithms for Computing Inequality Joins. DATA (2018)
Maria-Dorinela Sirbu, Robert-Mihai Botarleanu, Mihai Dascalu, Scott A. Crossley, Stefan Trausan-Matu
ReadME - Enhancing Automated Writing Evaluation. AIMSA (2018)
Andrei Mardale, Gabriel Gutu-Robu, Mihai Dascalu, Stefan Trausan-Matu
ReaderBench Talk: Online Conversations Empowered by Advanced NLP Techniques. RoCHI (2018)
Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu
Identifying Implicit Links in CSCL Chats Using String Kernels and Neural Networks. AIED (2) (2018)
Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Danielle S. McNamara, Tiffany Barnes, Collin F. Lynch, Stefan Trausan-Matu
Exploring Online Course Sociograms Using Cohesion Network Analysis. AIED (2) (2018)
Mihai Dascalu, Maria-Dorinela Sirbu, Gabriel Gutu-Robu, Stefan Ruseti, Scott A. Crossley, Stefan Trausan-Matu
Cohesion-Centered Analysis of Sociograms for Online Communities and Courses Using ReaderBench. EC-TEL (2018)
Penny Wheeler, Stefan Trausan-Matu, Jonan Donaldson, Amanda Barany
Design-Activity-Sequence: A Case Study and Polyphonic Analysis of Learning in a Digital Design Thinking Workshop. ICLS (2018)
Marilena Panaite, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Jianmin Dai, Danielle S. McNamara, Stefan Trausan-Matu
Bring It on! Challenges Encountered While Building a Comprehensive Tutoring System Using ReaderBench. AIED (1) (2018)
Ionut Daniel Chelcioiu, Dragos Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu
Semantic Meta-search Using Cohesion Network Analysis. AIMSA (2018)
Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Kristopher J. Kopp, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu
Predicting Question Quality Using Recurrent Neural Networks. AIED (1) (2018)
Teodor Lucian Anton, Stefan Trausan-Matu
Byzantine Music Composition Using Markov Models. RoCHI (2018)
Nicolae Nistor, Mihai Dascalu, Yvonne Serafin, Stefan Trausan-Matu
Automated dialog analysis to predict blogger community response to newcomer inquiries. Comput. Hum. Behav. 89 (2018)
Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Danielle S. McNamara, Renu Balyan, Kathryn S. McCarthy, Stefan Trausan-Matu
Scoring Summaries Using Recurrent Neural Networks. ITS (2018)
Irina-Diana Niculescu, Stefan Trausan-Matu
Rhythm analysis in chats using Natural Language Processing. RoCHI (2017)
Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu, Florin Pop
Exploiting Opinion Influence in Question Answering Systems. ICTAI (2017)
Gabriel Gutu, Mihai Dascalu, Stefan Trausan-Matu, Olivier Lepoivre
How Adequate Is Your CV? Analyzing French CVs with ReaderBench. CSCS (2017)
Cosmin Grozea, Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu
Atlas: News aggregation service. RoEduNet (2017)
Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu, Nicolae Nistor, Ambar Murillo Montes de Oca, Danielle S. McNamara
Semantic Similarity versus Co-Authorship Networks: A Detailed Comparison. CSCS (2017)
Mihai Dascalu, Gabriel Gutu, Stefan Ruseti, Ionut Cristian Paraschiv, Philippe Dessus, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu
ReaderBench: A Multi-lingual Framework for Analyzing Text Complexity. EC-TEL (2017)
Mihai Dascalu, Laura K. Allen, Danielle S. McNamara, Stefan Trausan-Matu, Scott A. Crossley
Modeling Comprehension Processes via Automated Analyses of Dialogism. CogSci (2017)
Munef Abdullah Ahmed, Stefan Trausan-Matu
Using natural language processing for analyzing Arabic poetry rhythm. RoEduNet (2017)
Nicolae Nistor, Mihai Dascalu, Gabriel Gutu, Stefan Trausan-Matu, Sunhea Choi, Ashley Haberman-Lawson, Brigitte Angela Brands, Christian Körner, Berthold Koletzko
Mass Customization in Continuing Medical Education: Automated Extraction of E-Learning Topics. EC-TEL (2017)
Gabriel Gutu, Mihai Dascalu, Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu
Unlocking the Power of Word2Vec for Identifying Implicit Links. ICALT (2017)
Irina Toma, Cristina-Elena Alexandru, Mihai Dascalu, Philippe Dessus, Stefan Trausan-Matu
Semantic Boggle: A Game for Vocabulary Acquisition. EC-TEL (2017)
Mihai Dascalu, Wim Westera, Stefan Ruseti, Stefan Trausan-Matu, Hub Kurvers
ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language. AIED (2017)
Scott A. Crossley, Mihai Dascalu, Danielle S. McNamara, Ryan S. Baker, Stefan Trausan-Matu
Predicting Success in Massive Open Online Courses (MOOCs) Using Cohesion Network Analysis. CSCL (2017)
Radu Cristian Alexandru Iacob, Traian Rebedea, Stefan Trausan-Matu
NLCP: Towards a Compiler for Natural Language. CSCS (2017)
Dragos-Georgian Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu, Nicolae Nistor
Predicting through writing style the impact of blog posts in online communities. RoEduNet (2017)
Dorinela Sirbu, Marilena Panaite, Ana Secui, Mihai Dascalu, Nicolae Nistor, Stefan Trausan-Matu
ReaderBench: Building Comprehensive Sociograms of Online Communities. SYNASC (2017)
Nicolae Nistor, Marilena Panaite, Mihai Dascalu, Stefan Trausan-Matu
Identifying Socio-Cognitive Structures in Online Knowledge Building Communities Using Cohesion Network Analysis. SYNASC (2017)
Mihai Dascalu, Philippe Dessus, Laurent Thuez, Stefan Trausan-Matu
How Well Do Student Nurses Write Case Studies? A Cohesion-Centered Textual Complexity Analysis. EC-TEL (2017)
Gabriel Gutu, Mihai Dascalu, Traian Rebedea, Stefan Trausan-Matu
Time and Semantic Similarity - What is the Best Alternative to Capture Implicit Links in CSCL Conversations? CSCL (2017)
Cetin Rasid, Stefan Trausan-Matu
Identification of Agreement and Disagreement in Chat Conversations. RoCHI (2017)
Alexandru Grigoroiu, Irina Toma, Mihai Dascalu, Stefan Trausan-Matu
LearnerSkill - A Serious Hex Wars Game Centered on Learner Comprehension. RoCHI (2017)
Mihaela Balint, Mihai Dascalu, Stefan Trausan-Matu
Classifying Written Texts Through Rhythmic Features. AIMSA (2016)
Nicolae Nistor, Mihai Dascalu, Stefan Trausan-Matu
Newcomer Integration in Online Knowledge Communities: Exploring the Role of Dialogic Textual Complexity. ICLS (2016)
Daniela Gîfu, Mihai Dascalu, Stefan Trausan-Matu, Laura K. Allen
Time Evolution of Writing Styles in Romanian Language. ICTAI (2016)
Liviu Sebastian Matei, Stefan Trausan-Matu
Document semantic distance based on the time series model. RoEduNet (2016)
Ionut Cristian Paraschiv, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu
Finding the Needle in a Haystack: Who are the Most Central Authors Within a Domain? EC-TEL (2016)
Mihai Tabara, Mihai Dascalu, Stefan Trausan-Matu
Building a semantic recommendation engine for news feeds based on emerging topics from tweets. RoEduNet (2016)
Irina-Diana Niculescu, Stefan Trausan-Matu
Rhythm analysis of texts using Natural Language Processing. RoCHI (2016)
Elvira Popescu, Mihai Dascalu, Alexandru Becheru, Scott A. Crossley, Stefan Trausan-Matu
Predicting Student Performance and Differences in Learning Styles Based on Textual Complexity Indices Applied on Blog and Microblog Posts: A Preliminary Study. ICALT (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Trausan-Matu