Mohammad Ahmad Alsmadi

JUST A-Z

mohammad ahmad alsmadi

• Department of Computer Science - Faculty Member

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C5 L-2
Department of Computer Science
maalsmadi9@just.edu.jo

Website

Research Gate

Google Scholar

Ph.D. of Computer Science from Graz University of Technology, 2012
Msc. of Computer Science from University of Jordan, 2007
Bsc. of Computer Science from Al-Mustansiryah University, 2003

Publications

Mohammad AL-Smadi, GAMEDUCATION: Using Gamification Techniques to Engage Learners in Online Learning, Springer International Publishing, 2014, Book
Tobias Ley, John Cook, Sebastian Dennerlein, Milos Kravcik, Christine Kunzmann, Kai Pata, Jukka Purma, John Sandars, Patricia Santos, Andreas 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," British Journal of Educational Technology, vol. 45, no. 6, pp. 1036-1048, 2014
AL-Smadi Mohammad, Margit Höfler, Christian Gütl, "An Enhanced Automated Test Item Creation Based on Learners Preferred Concept Space," International Journal of Advanced Computer Science and Applications, vol. 7, no. 3, pp. 397-405, 2016
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," International Journal of Machine Learning and Cybernetics, vol. , no. , pp. 0-0, 2018
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, OmarQawasmeh, "Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels? reviews using morphological, syntactic and semantic features," Information Processing and Management, vol. , no. , pp. 0-0, 2018
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yaser Jararweh, OmarQawasmeh, "Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels? reviews using morphological, syntactic and semantic features," Information Processing and Management, vol. , no. , pp. 0-0, 2018
Mohammad Al-Smadia, Omar Qawasmeh, Mahmoud Al-Ayyoub, Yaser Jararweh,Brij Gupta, "Deep Recurrent neural network vs. support vector machine foraspect-based sentiment analysis of Arabic hotels? reviews," Journal of Computational Science, vol. , no. , pp. 0-0,
Mohammad Al-Smadia, Omar Qawasmeh, Mahmoud Al-Ayyoub, Yaser Jararweh,Brij Gupta, "Deep Recurrent neural network vs. support vector machine foraspect-based sentiment analysis of Arabic hotels? reviews," Journal of Computational Science, vol. , no. , pp. 0-0,
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," Information Processing and Management, vol. 53, no. 2017, pp. 640-652, 2017
Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Huda Al-Sarhan, Yaser Jararweh , "An Aspect-Based Sentiment Analysis Approach to Evaluating Arabic News Affect on Readers," Journal of Universal Computer Science, vol. 22, no. 5, pp. 630-649, 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," Journal of Universal Computer Science, vol. 22, no. 5, pp. 630-649, 2016
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," International Journal of Information Technology and Web Engineering, vol. 11, no. 3, pp. 0-0, 2016
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," International Journal of Information Technology and Web Engineering, vol. 11, no. 3, pp. 0-0, 2016
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," Journal of Universal Computer Science, vol. 23, no. 3, pp. 0-0, 2017
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," Journal of Universal Computer Science, vol. 23, no. 3, pp. 0-0, 2017
Mahmoud Al-Ayyoub , Mohammed Al-andoli , Yaser Jararweh, Mohammad Smadi , Brij Gupta, "Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism," Computers and Electrical Engineering, vol. , no. , pp. 0-0, 2018
Mahmoud Al-Ayyoub , Mohammed Al-andoli , Yaser Jararweh, Mohammad Smadi , Brij Gupta, "Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism," Computers and Electrical Engineering, vol. , no. , pp. 0-0, 2018
Mohammad AL-Smadi, Nicola Capuano , Christian Guetl, "Decoupling assessment and serious games to support guided exploratory learning in smart education," Journal of Ambient Intelligence and Humanized Computing, vol. , no. , pp. 0-0, 2016
Mohammad AL-Smadi, Nicola Capuano , Christian Guetl, "Decoupling assessment and serious games to support guided exploratory learning in smart education," Journal of Ambient Intelligence and Humanized Computing, vol. , no. , pp. 0-0, 2016
Mohammad Al-Smadi, Omar Qawasmeh, Bashar Talafha, Muhannad Quwaider, "Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis," 3rd International Conference on Future Internet of Things and Cloud (FiCloud), 2015, Nov 2015, pp. 726-736
Mohammad Al-Smadi, Bashar Talafha, Omar Qawasmeh, Mohammed N Alandoli, Wegdan A Hussien, Christian Guetl, " A hybrid approach for Arabic named entity disambiguation," 15th International Conference on Knowledge Technologies and Data-driven Business, Oct 2015, pp. 0-0, ACM
M Al-Smadi, M Al-Ayyoub, H Al-Sarhan, Y Jararweh, "Using Aspect-Based Sentiment Analysis to Evaluate Arabic News Affect on Readers," IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC), Dec 2015, pp. 436-441
Omar Al-Qawasmeh, Mohammad AL-Smadi, Nisreen Fraihat, "Arabic Named Entity Disambiguation Using Linked Open Data," Information and Communication Systems (ICICS), 2016 7th International Conference on, May 2016, pp. 0-0
"Contextual emotion detection using ensemble deep learning", Computer Speech & Language

Asalah Mahmoud Awad Bani Thiab, Lu'Ay Mohammed Deeb Alawneh, Mohammad Ahmad Mustafa Alsmadi

20/12/2023
"Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities", Journal of Big Data

Mohammad Ahmad Mustafa Alsmadi

28/05/2023
"Gated recurrent unit with multilingual universal sentence encoder for Arabic aspect-based sentiment analysis", Knowledge-Based Systems

Mohammad Ahmad Mustafa Alsmadi, Mahmoud Mohammed Khair Faiq Hammad, Saad Ali Sulaiman Al-Zboon, Saja Khaled Issa Tawalbeh

30/12/2022
"Enhancing Arabic Aspect-Based Sentiment Analysis Using Deep Learning Models", Computer Speech and Language

Mohammad Ahmad Mustafa Alsmadi

05/04/2021
"Affect detection from arabic tweets using ensemble and deep learning techniques", Journal of King Saud University - Computer and Information Sciences

Omar Abdelkarim Menawer Alzoubi, Saja Khaled Issa Tawalbeh, Mohammad Ahmad Mustafa Alsmadi

04/09/2020
"Question to Question Similarity Analysis Using Morphological, Syntactic, Semantic, and Lexical Features", Journal of Universal Computer Science

Mahmoud Mohammed Khair Faiq Hammad, Mohammad Ahmad Mustafa Alsmadi, Qanita Mohamad Mousa Bani Baker, Muntaha Abed Al-Rahman Ali Al-As'Ad, Nour Ahmad Omar Alkhdour, Mohtaz Mohammad Ali Bni Younes, Enas Tayseer Khader Khwaileh

09/03/2020
"Transfer Learning for Arabic Named Entity Recognition With Deep Neural Networks", IEEE Access

Mohammad Ahmad Mustafa Alsmadi, Saad Ali Sulaiman Al-Zboon, Yaser Ibrahim Issa Jararweh

01/02/2020
"Detecting Epidemic Diseases Using Sentiment Analysis of Arabic Tweets", Journal of Universal Computer Science

Qanita Mohamad Mousa Bani Baker, Farah Fuad Suleiman Shatnawi, Saif Ahmad Mohammad Rawashdeh, Mohammad Ahmad Mustafa Alsmadi, Yaser Ibrahim Issa Jararweh

07/12/2019
"Leveraging Linked Open Data to Automatically Answer Arabic Questions", IEEE Access

Mohammad Ahmad Mustafa Alsmadi, Islam Mahmoud Elayyan Aldalabih, Yaser Ibrahim Issa Jararweh

15/11/2019
"Collaboration networks of arab biomedical researchers", Multimedia Tools and Applications

Mahmoud Abdel-Karim Mahmoud Alshbool, Alawneh Ibrahim Walid Esra'A, Yaser Ibrahim Issa Jararweh, Mohammad Ahmad Mustafa Alsmadi

15/08/2018
"Cooperative mobile edge computing system for VANET-based software-defined content delivery", Computers & Electrical Engineering

Ja'Far Waleed Ahmad Albadarneh, Yaser Ibrahim Issa Jararweh, Mahmoud Abdel-Karim Mahmoud Alshbool, Mohammad Ahmad Mustafa Alsmadi

14/08/2018
"Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews", International Journal of Machine Learning and Cybernetics

Mohammad Ahmad Mustafa Alsmadi, Bashar Bassam Nasser Talafha, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh

01/03/2018
"Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels? reviews using morphological, syntactic and semantic features", Information Processing & Management

Mohammad Ahmad Mustafa Alsmadi, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh

10/01/2018
"Enhancing Aspect-Based Sentiment Analysis of Arabic Hotels? reviews using morphological, syntactic and semantic features", Information Processing & Management

Mohammad Ahmad Mustafa Alsmadi, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh, Omar Abdallah Mustafa Alqawasmeh

10/01/2018
"Improving fuzzy C-mean-based community detection in social networks using dynamic parallelism", Computers & Electrical Engineering

Mahmoud Abdel-Karim Mahmoud Alshbool, Mohammed Nasser Mohammed Al-Andoli, Yaser Ibrahim Issa Jararweh, Mohammad Ahmad Mustafa Alsmadi

03/01/2018
"Deep Recurrent Neural Network vs. Support Vector Machine for Aspect-Based Sentiment Analysis of Arabic Hotels? Reviews", Journal of Computational Science

Mohammad Ahmad Mustafa Alsmadi, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh

09/11/2017
"Framework for Affective News Analysis of Arabic News: 2014 Gaza Attacks Case Study", Journal of Universal Computer Science

Mahmoud Abdel-Karim Mahmoud Alshbool, Huda Nimer Mutlaq Al-Sarhan, Majd Radwan Mohammad Soud, Mohammad Ahmad Mustafa Alsmadi, Yaser Ibrahim Issa Jararweh

01/03/2017
"Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features", Information Processing and Management

Mohammad Ahmad Mustafa Alsmadi, Zain Mahmoud Mohammad Khair Jaradat, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh

30/01/2017
"Paraphrase identification and semantic text similarity analysis in Arabic news tweets using lexical, syntactic, and semantic features", Information Processing & Management

Mohammad Ahmad Mustafa Alsmadi, Zain Mahmoud Mohammad Khair Jaradat, Mahmoud Abdel-Karim Mahmoud Alshbool, Yaser Ibrahim Issa Jararweh

06/01/2017
"Decoupling assessment and serious games to support guided exploratory learning in smart education", Journal of Ambient Intelligence and Humanized Computing

Mohammad Ahmad Mustafa Alsmadi

26/11/2016

Head of the Center, E-Learning and Open Educational Resources Center, Sep 2021 - Feb 2022
Head of the Center, E-Learning and Open Educational Resources Center, Sep 2020 - Sep 2021
Head of the Center, E-Learning and Open Educational Resources Center, Sep 2019 - Sep 2020
Head of the Center, E-Learning and Open Educational Resources Center, Sep 2018 - Sep 2019
Head of the Center, E-Learning and Open Educational Resources Center, Jan 2018 - Sep 2018
Director of the Unir, E-Learning and Open Educational Resources Unit, Jul 2017 - Jan 2018
Assistant Dean, Department of Computer Science, Jan 2017 - Jul 2017
Faculty Member, Department of Computer Science, Feb 2014 - Present

Post-doc Researcher, Tallinn University, Estonia, Feb 2013- Jan 2014
Research Associate, Graz University of Technology, Austria, Jul 2010- Sep 2013

EXPERT SYSTEMS
EXPERT SYSTEMS AND HEURISTIC PROGRAMMING
FUNDAMENTALS OF MULTIMEDIA
HUMAN-COMPUTER INTERACTION
KNOWLEDGE ENGINEERING
NATURAL LANGUAGE PROCESSING
PRACTICAL TRAINING
PROGRAMMING IN C++
SEMINAR IN ADVANCED COMPUTER SCIENCE

Technical Paper Reviews

IEEE Transactions on Learning Technologies 2014 - Special Issue EC-TEL2013 , Journal
Ideas in Mobile Learning Symposium, 6th - 7th March 2014, Watershed, Bristol UK, Conference, United Kingdom
CoGames at the 2014 International Conference on Collaboration Technologies and Systems (CTS 2014), Conference, U.S.A
European Immersive Education Summit 2014, Conference, Austria
9th European Conference on Technology Enhanced Learning, Conference, Austria
Educational Technology & Society - Special Issue Assessment, Journal
The 14th IEEE International Conference on Advanced Learning Technologies (ICALT2014), Conference, Greece
ACM CHI 2014 - Conference on Human Factors in Computing Systems , Conference, Canada

Conference Duties

The International Conference on Information and Communication Systems (ICICS 2014) , Jordan, Session Chair
The International Conference on Information and Communication Systems, Jordan, Track Co-Chair
The Fifth International Conference on Social Networks Analysis, Management and Security, Spain, Co-Chair