doi.bio/saeedeh_momtazi

Saeedeh Momtazi

Overview

Saeedeh Momtazi is an associate professor in the Department of Computer Engineering, Artificial Intelligence and Robotics at Amirkabir University of Technology. Her research interests include natural language processing, information retrieval, and artificial intelligence. Momtazi has supervised numerous PhD and MSc theses in these areas and has published extensively in peer-reviewed journals and conferences.

Education and Career

No information found.

Research and Publications

Momtazi has published in prestigious journals such as the Journal of Information Science, the Journal of Artificial Intelligence and Data Mining, and the Journal of Intelligent Information Systems. She has also contributed chapters to books and has been an active participant in international conferences and workshops. Her research covers a wide range of topics, including:

• Fake news detection
• Sentiment analysis
• Credit card fraud detection
• Question answering systems
• Knowledge graph construction
• Recommender systems
• Poet identification
• Cross-lingual embedding

Selected Bibliography

• Momtazi, S., & Torabi, F. (2020). Named Entity Recognition in Persian Text using Deep Learning. Journal of Information systems and Telecommunication, 8(2), 84-92.
• Momtazi, S., Rahbar, A., Salami, D., & Khanijazani, I. (2019). A Joint Semantic Vector Representation Model for Text Clustering and Classification. Journal of Artificial Intelligence and Data Mining, 7(3), 443-450.
• Momtazi, S., & Moradiannasab, O. (2018). A Statistical Approach for Knowledge Discovery: Bootstrapped Analysis of Language Models for Knowledge Base Population from Unstructured Text. Scientia Iranica, 0, 0-0.
• Momtazi, S., & Gurevych, I. (2018). Unsupervised Latent Dirichlet Allocation for supervised question classification. Information Processing & Management, 54(3), 380-393.
• Ranjbar, N., Momtazi, S., & Homayounpour, M. M. (2024). Explaining recommendation system using counterfactual textual explanations. Machine Learning, 113(4), 1989-2012.
• Hadizadeh Moghaddam, A., & Momtazi, S. (2024). A semantic modular framework for events topic modeling in social media. Multimedia Tools and Applications, 83(4), 10755-10778.
• Ziaeetabar, F., Safabakhsh, R., Momtazi, S., Tamosiunaite, M., & Wörgötter, F. (2024). Multi-sentence description of complex manipulation action videos. Machine Vision and Applications, 35(4), 64.
• Asgarian, S., Ghasemi, R., & Momtazi, S. (2023). Generative adversarial network for sentiment-based stock prediction. Concurrency and Computation: Practice & Experience, 35(2), 0-0.
• Darvishi, K., Shahbodaghkhan, N., Abbasiantaeb, Z., & Momtazi, S. (2023). PQuAD: A Persian question answering dataset. Computer Speech and Language, 80, 101486.
• Pourbahman, Z., Momtazi, S., & Bagheri, A. (2023). Deep neural ranking model using distributed smoothing. Expert Systems with Applications, 224, 119913.
• Samadi, M., & Momtazi, S. (2023). Multichannel convolutional neural networks for detecting COVID-19 fake news. Digital Scholarship in the Humanities, 38(1), 379-389.
• Naseri, Z., & Momtazi, S. (2023). A two-stage deep neural model with capsule network for personality identification. Digital Scholarship in the Humanities, 38(2), 667-678.

Google Scholar

Saeedeh Momtazi

Associate Professor of Amirkabir University of Technology

http://www.aut.ac.ir/official/main.asp?uid=momtazi

Ensemble of deep sequential models for credit card fraud detection J Forough, S Momtazi Applied Soft Computing 99, 106883, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:-f6ydRqryjwC

Detecting fake news with capsule neural networks MH Goldani, S Momtazi, R Safabakhsh Applied Soft Computing 101, 106991, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:mVmsd5A6BfQC

Convolutional neural network with margin loss for fake news detection MH Goldani, R Safabakhsh, S Momtazi Information Processing & Management 58 (1), 102418, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:hC7cP41nSMkC

Customers segmentation in eco-friendly hotels using multi-criteria and machine learning techniques E Yadegaridehkordi, M Nilashi, MHNBM Nasir, S Momtazi, S Samad, … Technology in Society 65, 101528, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:_Qo2XoVZTnwC

Text‐based question answering from information retrieval and deep neural network perspectives: A survey Z Abbasiantaeb, S Momtazi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 11 (6 …, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:QIV2ME_5wuYC

Deep contextualized text representation and learning for fake news detection M Samadi, M Mousavian, S Momtazi Information processing & management 58 (6), 102723, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:bEWYMUwI8FkC

Topic modeling for expert finding using latent Dirichlet allocation S Momtazi, F Naumann Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (5 …, 2013 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:9yKSN-GCB0IC

Unsupervised Latent Dirichlet Allocation for supervised question classification S Momtazi Information Processing & Management 54 (3), 380-393, 2018 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:Zph67rFs4hoC

Fine-grained German Sentiment Analysis on Social Media. S Momtazi LREC 12, 1215-1220, 2012 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:3fE2CSJIrl8C

A word clustering approach for language model-based sentence retrieval in question answering systems S Momtazi, D Klakow Proceedings of the 18th ACM conference on Information and knowledge …, 2009 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:u5HHmVD_uO8C

Neural text similarity of user reviews for improving collaborative filtering recommender systems N Ghasemi, S Momtazi Electronic Commerce Research and Applications 45, 101019, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:HDshCWvjkbEC

Deep Persian sentiment analysis: Cross-lingual training for low-resource languages R Ghasemi, SA Ashrafi Asli, S Momtazi Journal of Information Science 48 (4), 449-462, 2022 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:TQgYirikUcIC

User embedding for expert finding in community question answering N Ghasemi, R Fatourechi, S Momtazi ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (4), 1-16, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:4JMBOYKVnBMC

A comparative study of word co-occurrence for term clustering in language model-based sentence retrieval S Momtazi, S Khudanpur, D Klakow Human language technologies: The 2010 annual conference of the North …, 2010 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:u-x6o8ySG0sC

A Study of Corpus Development for Persian. M Ghayoomi, S Momtazi, M Bijankhan Int. J. Asian Lang. Process. 20 (1), 17-34, 2010 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:d1gkVwhDpl0C

Deep neural review text interaction for recommendation systems PAB Dezfouli, S Momtazi, M Dehghan Applied Soft Computing 100, 106985, 2021 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:7PzlFSSx8tAC

An overview on the existing language models for prediction systems as writing assistant tools M Ghayoomi, S Momtazi 2009 IEEE international conference on systems, man and cybernetics, 5083-5087, 2009 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:2osOgNQ5qMEC

Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach J Forough, S Momtazi Expert Systems 39 (1), e12795, 2022 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:r0BpntZqJG4C

Bridging the vocabulary gap between questions and answer sentences S Momtazi, D Klakow Information Processing & Management 51 (5), 595-615, 2015 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:hqOjcs7Dif8C

The impact of corpus domain on word representation: a study on Persian word embeddings A Hadifar, S Momtazi language resources and evaluation 52 (4), 997-1019, 2018 Link: https://scholar.google.com/citations?viewop=viewcitation&hl=en&user=N-WqXykAAAAJ&citationforview=N-WqXykAAAAJ:ULOm3_A8WrAC

Co-authors

Dietrich Klakow googlescholarauthorid dietrichklakow.md:_HtGYmoAAAAJ

Hossein Sameti googlescholarauthorid hosseinsameti.md:ebEhWZwAAAAJ

Felix Naumann googlescholarauthorid felixnaumann.md:Pqf21y0AAAAJ

Sanjeev Khudanpur googlescholarauthorid sanjeevkhudanpur.md:K-BdgNwAAAAJ

Matt Lease googlescholarauthorid mattlease.md:qgmiQ5IAAAAJ

Grzegorz Chrupała googlescholarauthorid grzegorzchrupała.md:p6m63xoAAAAJ

Hamid Beigy googlescholarauthorid hamidbeigy.md:0NiKG0EAAAAJ

Maryam Fazel-Zarandi googlescholarauthorid maryamfazel-zarandi.md:7-a1MKEAAAAJ