Mohammad Al-Smadi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 44

Top Topics

Sentiment Analysis

Top Venues

J. Univers. Comput. Sci.

Publications

Asalah Thiab, Luay Alawneh, Mohammad Al-Smadi
Contextual emotion detection using ensemble deep learning. Comput. Speech Lang. 86 (2024)
Mohammad Al-Smadi
ChatGPT and Beyond: The Generative AI Revolution in Education. CoRR (2023)
Bilal Abu-Salih, Muhammad Al-Qurishi, Mohammed Alweshah, Mohammad Al-Smadi, Reem Alfayez, Heba Saadeh
Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities. J. Big Data 10 (1) (2023)
Mohammad Al-Smadi, Mahmoud M. Hammad, Sa'ad A. Al-Zboon, Saja AL-Tawalbeh, Erik Cambria
Gated recurrent unit with multilingual universal sentence encoder for Arabic aspect-based sentiment analysis. Knowl. Based Syst. 261 (2023)
Omar AlZoubi, Saja Khaled Tawalbeh, Mohammad Al-Smadi
Affect detection from arabic tweets using ensemble and deep learning techniques. J. King Saud Univ. Comput. Inf. Sci. 34 (6 Part A) (2022)
Saja Al-Dabet, Sara Tedmori, Mohammad Al-Smadi
Enhancing Arabic aspect-based sentiment analysis using deep learning models. Comput. Speech Lang. 69 (2021)
Saia Khaled Tawalbeh, Mahmoud Hammad, Mohammad Al-Smadi
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT. SemEval@COLING (2020)
Heba Al-Jarrah, Rahaf Al-hamouri, Mohammad Al-Smadi
HR@JUST Team at SemEval-2020 Task 4: The Impact of RoBERTa Transformer for Evaluation Common Sense Understanding. SemEval@COLING (2020)
Emran Al-Bashabsheh, Ayah Abu Aqouleh, Mohammad Al-Smadi
NLP@JUST at SemEval-2020 Task 4: Ensemble Technique for BERT and Roberta to Evaluate Commonsense Validation. SemEval@COLING (2020)
Mohammad Al-Smadi, Sa'ad A. Al-Zboon, Yaser Jararweh, Patrick Juola
Transfer Learning for Arabic Named Entity Recognition With Deep Neural Networks. IEEE Access 8 (2020)
Saja Khaled Tawalbeh, Mahmoud Hammad, Mohammad Al-Smadi
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT. CoRR (2020)
Saia Khaled Tawalbeh, Mahmoud Hammad, Mohammad Al-Smadi
SAJA at TRAC 2020 Shared Task: Transfer Learning for Aggressive Identification with XGBoost. TRAC@LREC (2020)
Nour Al-Khdour, Mutaz Bni Younes, Malak Abdullah, Mohammad Al-Smadi
JUSTMasters at SemEval-2020 Task 3: Multilingual Deep Learning Model to Predict the Effect of Context in Word Similarity. SemEval@COLING (2020)
Saja Al-Dabet, Sara Tedmori, Mohammad Al-Smadi
Extracting Opinion Targets Using Attention-Based Neural Model. SN Comput. Sci. 1 (5) (2020)
Saja AL-Tawalbeh, Mohammad Al-Smadi
A Benchmark Arabic Dataset for Commonsense Explanation. CoRR (2020)
Saja Khaled Tawalbeh, Mohammad Al-Smadi
Is this sentence valid? An Arabic Dataset for Commonsense Validation. CoRR (2020)
Yaser Jararweh, Mohammad Al-Smadi, Elhadj Benkhelifa
Recent Advances in Social Network Analysis, Management and Security. J. Univers. Comput. Sci. 26 (1) (2020)
Qanita Bani Baker, Farah Shatnawi, Saif Rawashdeh, Mohammad Al-Smadi, Yaser Jararweh
Detecting Epidemic Diseases Using Sentiment Analysis of Arabic Tweets. J. Univers. Comput. Sci. 26 (1) (2020)
Mahmoud M. Hammad, Mohammad Al-Smadi, Qanita Bani Baker, Muntaha Al-Asa'd, Nour Al-Khdour, Mutaz Bni Younes, Enas Khwaileh
Question to Question Similarity Analysis Using Morphological, Syntactic, Semantic, and Lexical Features. J. Univers. Comput. Sci. 26 (6) (2020)
Mutaz Bni Younes, Nour Al-Khdour, Mohammad Al-Smadi
Team Alexa at NADI Shared Task. WANLP@COLING (2020)
Heba Al-Jarrah, Muntaha Al-Asa'd, Sa'ad A. Al-Zboon, Saja Khaled Tawalbeh, Mahmoud M. Hammad, Mohammad Al-Smadi
Resolving Conflict of Interests and Recommending Expert Reviewers for Academic Publications Using Linked Open Data. SNAMS (2019)
Muntaha Al-Asa'd, Nour Al-Khdour, Mutaz Bni Younes, Enas Khwaileh, Mahmoud Hammad, Mohammad Al-Smadi
Question to Question Similarity Analysis using Morphological, Syntactic, Semantic, and Lexical Features. AICCSA (2019)
Mohammad Al-Smadi, Islam Al-Dalabih, Yaser Jararweh, Patrick Juola
Leveraging Linked Open Data to Automatically Answer Arabic Questions. IEEE Access 7 (2019)
Mahmoud Al-Ayyoub, Mohammed N. Alandoli, Yaser Jararweh, Mohammad Al-Smadi, Brij B. Gupta
Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism. Comput. Electr. Eng. 74 (2019)
Mahmoud Al-Ayyoub, Esra'a Alawneh, Yaser Jararweh, Mohammad Al-Smadi, Brij B. Gupta
Collaboration networks of arab biomedical researchers. Multim. Tools Appl. 78 (23) (2019)
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, Omar Qawasmeh
Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels' reviews using morphological, syntactic and semantic features. Inf. Process. Manag. 56 (2) (2019)
Bashar Talafha, Ali Fadel, Mahmoud Al-Ayyoub, Yaser Jararweh, Mohammad Al-Smadi, Patrick Juola
Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification. WANLP@ACL 2019 (2019)
Bashar Talafha, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, Patrick Juola
Using a Hierarchical Softmax Based on the Huffman Coding Tree for Authenticating Arabic Tweets. AICCSA (2019)
Mohammad Al-Smadi, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh
Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews. Int. J. Mach. Learn. Cybern. 10 (8) (2019)
Mohamed Soltani, Hafed Zarzour, Mohamed Chaouki Babahenini, Mahmoud Hammad, Mohammad Al-Smadi, Yaser Jararweh
An Emotional Feedback Based on Facial Action Coding System for MOOCs with Computer-Based Assessment. SNAMS (2019)
Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Ramon dos Reis Fontes, Mohammad Al-Smadi, Christian Esteve Rothenberg
Cooperative mobile edge computing system for VANET-based software-defined content delivery. Comput. Electr. Eng. 71 (2018)
Sa'a D. A. Alzboun, Saia Khaled Tawalbeh, Mohammad Al-Smadi, Yaser Jararweh
Using Bidirectional Long Short-Term Memory and Conditional Random Fields for Labeling Arabic Named Entities: A Comparative Study. SNAMS (2018)
Chaouki Chemam, Hafed Zarzour, Toufik Sari, Mohammad Al-Smadi, Yaser Jararweh
Trends in Linked Data-Based Educational Studies: A Review of Contributions in SSCI Journals. AICCSA (2018)
Mohammad Al-Smadi, Omar Qawasmeh, Mahmoud Al-Ayyoub, Yaser Jararweh, Brij B. Gupta
Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews. J. Comput. Sci. 27 (2018)
Mohammad Al-Smadi, Nicola Capuano, Christian Guetl
Decoupling assessment and serious games to support guided exploratory learning in smart education. J. Ambient Intell. Humaniz. Comput. 9 (3) (2018)
Mahmoud Al-Ayyoub, Huda Al-Sarhan, Majd Al-So'ud, Mohammad Al-Smadi, Yaser Jararweh
Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study. J. Univers. Comput. Sci. 23 (3) (2017)
Mohammad Al-Smadi, Zain Jaradat, Mahmoud Al-Ayyoub, Yaser Jararweh
Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features. Inf. Process. Manag. 53 (3) (2017)
Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad Al-Smadi, Ramon dos Reis Fontes
Software Defined Storage for cooperative Mobile Edge Computing systems. SDS (2017)
Mohammad Al-Smadi, Islam Obaidat, Mahmoud Al-Ayyoub, Rami Mohawesh, Yaser Jararweh
Using Enhanced Lexicon-Based Approaches for the Determination of Aspect Categories and Their Polarities in Arabic Reviews. Int. J. Inf. Technol. Web Eng. 11 (3) (2016)
Mohammed N. Alandoli, Mahmoud Al-Ayyoub, Mohammad Al-Smadi, Yaser Jararweh, Elhadj Benkhelifa
Using Dynamic Parallelism to Speed Up Clustering-Based Community Detection in Social Networks. FiCloud Workshops (2016)
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Huda Al-Sarhan, Yaser Jararweh
An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers. J. Univers. Comput. Sci. 22 (5) (2016)
Kai Pata, Kairit Tammets, Vladimir Tomberg, Mohammad Al-Smadi, Mart Laanpere
Three Curriculum Maturing Cycles in Academic Curriculum Management Systems. LTEC@KMO (2016)
Mohammad Al-Smadi, Omar Qawasmeh, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh, Elhadj Benkhelifa
An enhanced framework for aspect-based sentiment analysis of Hotels' reviews: Arabic reviews case study. ICITST (2016)
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, Véronique Hoste, Marianna Apidianaki, Xavier Tannier, Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Núria Bel, Salud María Jiménez Zafra, Gülsen Eryigit
SemEval-2016 Task 5: Aspect Based Sentiment Analysis. SemEval@NAACL-HLT (2016)
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Huda Al-Sarhan, Yaser Jararweh
Using Aspect-Based Sentiment Analysis to Evaluate Arabic News Affect on Readers. UCC (2015)
Jafar Albadarneh, Bashar Talafha, Mahmoud Al-Ayyoub, Belal Zaqaibeh, Mohammad Al-Smadi, Yaser Jararweh, Elhadj Benkhelifa
Using Big Data Analytics for Authorship Authentication of Arabic Tweets. UCC (2015)
Mohammad Al-Smadi, Bashar Talafha, Omar Qawasmeh, Mohammed N. Alandoli, Wegdan A. Hussien, Christian Guetl
A hybrid approach for Arabic named entity disambiguation. I-KNOW (2015)
Mohammad Al-Smadi, Omar Qawasmeh, Bashar Talafha, Muhannad Quwaider
Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis. FiCloud (2015)
Sebastian Dennerlein, Matthias Rella, Vladimir Tomberg, Dieter Theiler, Tamsin Treasure-Jones, Micky Kerr, Tobias Ley, Mohammad Al-Smadi, Christoph Trattner
Making Sense of Bits and Pieces: A Sensemaking Tool for Informal Workplace Learning. EC-TEL (2014)
Tobias Ley, John Cook, Sebastian Dennerlein, Milos Kravcik, Christine Kunzmann, Kai Pata, Jukka Purma, John Sandars, Patricia Santos, Andreas P. Schmidt, Mohammad Al-Smadi, Christoph Trattner
Scaling informal learning at the workplace: A model and four designs from a large-scale design-based research effort. Br. J. Educ. Technol. 45 (6) (2014)
Mohammad Al-Smadi, Vladimir Tomberg
Harnessing the Potential of Accessibility Standards and Responsive Web Design Practices to Achieve Learning Interoperability on the Level of the User Interface. ICWL (2013)
Vladimir Tomberg, Mohammad Al-Smadi, Tamsin Treasure-Jones, Tobias Ley
A Sensemaking Interface for Supporting Doctor's Learning at the Workplace - A Paper Prototype Study. ECTEL-meets-ECSCW (2013)
Gudrun Wesiak, Mohammad Al-Smadi, Margit Höfler, Christian Gütl
Assessment for Complex Learning Resources: Development and Validation of an Integrated Model. iJET 8 (S1) (2013)
Ian Dunwell, Panagiotis Petridis, Maurice Hendrix, Sylvester Arnab, Mohammad Al-Smadi, Christian Guetl
Guiding Intuitive Learning in Serious Games: An Achievement-Based Approach to Externalized Feedback and Assessment. CISIS (2012)
Mohammad Al-Smadi, Margit Hoefler, Gudrun Wesiak, Christian Guetl
Complex Learning Resources Integrated with Emerging Forms of E-assessment: An Empirical Study. ICALT (2012)
Mohammad Al-Smadi, Gudrun Wesiak, Christian Guetl, Andreas Holzinger
Assessment for/as Learning: Integrated Automatic Assessment in Complex Learning Resources for Self-Directed Learning. CISIS (2012)
Rocael Hernández, Hector R. Amado-Salvatierra, Christian Guetl, Mohammad Al-Smadi
Facebook for CSCL, Latin-American Experience for Professors. ICALT (2012)
Mohammad Al-Smadi, Margit Hoefler, Christian Guetl
An Integrated Model for E-assessment of Learning Experiences Enriched with Complex Learning Resources. INCoS (2011)
Mohammad Al-Smadi, Christian Gütl, Frank Kappe
Towards an Enhanced Approach for Peer-Assessment Activities. ICALT (2010)
Mohammad Al-Smadi, Christian Guetl, Frank Kappe
Peer Assessment System for Modern Learning Settings: Towards a Flexible E-Assessment System. iJET 5 (SI2) (2010)
Mohammad Al-Smadi, Christian Gütl, Frank Kappe
PASS: Peer-ASSessment Approach for Modern Learning Settings. ICWL (2009)
Mohammad Al-Smadi, Christian Gütl, Denis Helic
Towards a Standardized e-Assessment System: Motivations, Challenges and First Findings. iJET 4 (2) (2009)