Publications

2020

  • Hriez S., Awajan A. 2020. Authorship Identification for Arabic Texts Using Logistic Model Tree Classification. In: Arai K., Kapoor S., Bhatia R. (eds) Intelligent Computing. SAI 2020. Advances in Intelligent Systems and Computing, Vol. 1229. Springer, Cham
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Jusoh S., Awajan A., Obeid N. 2020. The Use of Ontology in Clinical Information Extraction. Journal of Physics: Conference Series, Volume 1529 (2020).
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Sawalha S. Awajan A. 2020. Recent News Recommender Using Browser's History. Accepted as full paper in the Intelligent Systems Conference (IntelliSys) 2020. 3-4 September 2020 - Amsterdam, The Netherlands.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alian M. Awajan A. 2020. Paraphrasing Identification Techniques in English and Arabic Texts. The 11th International Conference on Information & Communication Systems April 7– 9 2020, Irbid, Jordan. Pages 155-160
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alian M. Awajan A. 2020. Evaluating Factors Affecting Sentences Similarity And Paraphrasing Identification Using K-Means Clustering. Proceeding of the 35th IBIMA conference. 1-2 April, Seville, Spain.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2019

  • Khader M., Awajan A., Al-Naymat G., 2019. The Impact of Natural Language Preprocessing on Big Data Sentiment. The International Arab Journal of Information Technology, Vol. 16, No. 3A, 506-513 (ISI, Scopus).
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Hamdan S., Hudaib A., Awajan A., 2019. Detecting Sybil Attacks in Vehicular Ad Hoc Networks. International Journal of Parallel Emergent and Distributed Systems. TAYLOR & FRANCIS (ISI) DOI: 10.1080/17445760.2019.1617865
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Tedmori S., Awajan A., 2019. Sentiment Analysis Main Tasks and Applications: A Survey. Journal of Information Processing Systems. Vol.15, No.3, pp. 500-519, June 2019. DOI: 10.3745/JIPS.04.0120.  (ISI, Scopus).
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alian M., Awajan A., Ramadan B. 2019. Unsupervised Learning Blocking Keys Technique for Indexing Arabic Entity Resolution.  International Journal of Speech Technology, Vol. 22, Number 3. DOI 10.1007/s10772-018-9489-6 (ISI, Springer - Scopus).
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Hriez S., Obeid N., Awajan A. 2019. User Authentication on Smartphones Using Keystroke Dynamics. Proceedings of DATA’19, December 2–5, 2019, Dubai, United Arab Emirates. Copyright 2019 Association for Computing Machinery. ACM ISBN 978-1-4503-7284-8/19/12. DOI: http:/doi.org/10.1145/3368691.3368725.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alian M. Awajan A., Al-Hasan A., Akuzhia R. 2019. Towards Building Arabic Paraphrasing Benchmark. Proceedings of DATA’19, December 2–5, 2019, Dubai, United Arab Emirates. Copyright 2019 Association for Computing Machinery. ACM ISBN 978-1-4503-7284-8/19/12. DOI: http:/doi.org/10.1145/3368691.3368708.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alhijawi B., Al-Naymat G., Obeid N., Awajan A. 2019. Mitigating the Effect of Data Sparsity: A Case Study on Collaborative Filtering Recommender System. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 136-141.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Abdel-Nabi H., Al-Naymat G., Awajan A. 2019. Content Based Image Retrieval Approach using Deep Learning. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 170-177.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Hamdan S., Awajan A., Almajali S. 2019. Compression Techniques Used in IoT: A Comparitive Study. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 2018-212.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Halabi D., Awajan A. 2019. Graph-Based Arabic Key-Phrases Extraction. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan.  Pages 244-250.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Suleiman D., Awajan A. 2019. Using Part of Speech Tagging for Improving Word2vec Model. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Biltawi M., Awajan A., Tedmori S. 2019. Evaluation of Question Classification. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Suleiman D., Awajan A., Al Etaiwi W. 2019. Arabic Text Keywords Extraction using Word2vec. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 251-257.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Al Etaiwi W., Awajan A. 2019. Arabic Text Semantic Graph Representation. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 265-271.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alsadi M., Ghnemat R., Awajan A. 2019. Accelerating Stochastic Gradient Descent using Adaptive Mini-Batch Size. Proceedings of the 2nd International Conference on new Trends in Computing Science (ICTCS’19). 9-11 October 2019, Amman- Jordan. Pages 293-300.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Hamdan S., Awajan A., Al-Kouz A. 2019. Using Minimum Distance to Classify Uttered Arabic Words into Subject-Object Name. Proceedings of the 6th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), Sep 26-27, 2019, Semarang, Indonesia  
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

 

2018

  • Khader M., Awajan A. Al-Naymat G., 2018. Sentiment Analysis based on MapReducer: A Survey. Proceedings of the 10th International Conference on Advances in Information Technology. 10-13 December 2018, Bangkok, Thailand.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Etaiwi W., Awajan A., 2018. Learning Graph Representation: A Comparative Study. Proceedings of the 19th International Arab Conference on Information Technology (ACIT'2018). 28-30 November 2018. Beirut, Lebanon.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Suleiman D., Awajan A., 2018. Comparative study of word embedding models and their usage in Arabic language applications. Proceedings of the 19th International Arab Conference on Information Technology (ACIT'2018). 28-30 November 2018. Beirut, Lebanon.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Alian M., Awajan A., 2018. Arabic Semantic Similarity Approaches – Review. Proceedings of the 19th International Arab Conference on Information Technology (ACIT'2018). 28-30 November 2018. Beirut, Lebanon.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Khader M., Awajan A. Al-Naymat G., 2018. The Effects of Natural Language Processing on Big Data Analysis. Proceedings of the 19th International Arab Conference on Information Technology (ACIT'2018). 28-30 November 2018. Beirut, Lebanon.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Etaiwi W., Awajan A., 2018. Graph-based Arabic NLP Techniques: A Survey. The 4th International Conference on Arabic Computational Linguistics (ACLing 2018), November 17-19 2018, Dubai, United Arab Emirates. Procedia Computer Science, Volume 142, 2018,Pages 328-333. Elsevier.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Al-Saqqa S., Al-Naymat G., Awajan A., 2018. A large-Scale Sentiment Data Classification for Online Reviews Under Apache Spark. The 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018). November 5-8, 2018, Leuven, Belgium. Procedia Computer Science, Volume 141, 2018,Pages 138-189. Elsevier.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Al-Saqqa S., Nadeim N., Awajan A., 2018. Sentiment Analysis for Arabic Text Using Ensemble Learning. Submitted to the 15th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2018, October 28th to November 1st, 2018. Aqaba – Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Hamdan S., Hudaib A., Awajan A., 2018. Hybrid Algorithm to Detect the Sybil Attack in VANET. Proceedings of the The Fifth International Symposium on Innovation in Information and Communication Technology (ISIICT 2018). October 31 - November 01, 2018, Philadelphia University, Amman, Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alhijawi B., Hriez S., Awajan A., 2018. Text-Based Authorship Ide notification: A Survey. Proceedings of the The Fifth International Symposium on Innovation in Information and Communication Technology (ISIICT 2018). October 31 - November 01, 2018, Philadelphia University, Amman, Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Alian M., Awajan A. (2018) Arabic Tag Sets: Review. In: Arai K., Kapoor S., Bhatia R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, Vol. 868. Springer, Cham
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Abdelrazaq D., Abu-Soud S., Awajan A. 2018. A Machine Learning System for Distinguishing Nominal and Verbal Arabic Sentences. The International Arab Journal of Information Technology, Vol. 15, No. 3A, Special, pages. Pages 576-584. (ISI, Scopus).
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Al-Saqqa S., Abdel-Nabi H., Awajan A., 2018. A Survey of Text Emotion Detection. Proceeding of the 8th International Conference of Computer Science & Information Technology (CSIT 2018). July 11-12 2018. Amman – Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Abdel-Nabi H., Awajan A., Obeid N., 2018, A Novel Histogram Shifting Reversible Data Hiding Scheme for Color Images. Proceeding of the 8th International Conference of Computer Science & Information Technology (CSIT 2018). July 11-12 2018. Amman – Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]
  • Alian M., Awajan A., Ramadan B. 2018. Unsupervised Learning Blocking Keys Technique for Indexing Arabic Entity Resolution. Accepted for publication in International Journal of Speech Technology. (Springer - Scopus). 
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Alhijawi B., Obeid N., Awajan A. and Tedmori S. 2018. Improving Collaborative Filtering Recommender System Using Semantic Information. Proceedings of the International Conference on Information and Communication Systems (ICICS 2018). April 3-5 2018, Irbid. Jordan.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Mariam Biltawi, Wael Etaiwi, Sara Tedmori, Adnan Shaout. (2019) Fuzzy Based Sentiment Classification in the Arabic Language. In: Arai K., Kapoor S., Bhatia R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, vol 868. Springer, Cham.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2017

  • Biltawi M., Awajan A., Tedmori S. (2017), Towards Building a Frame-Based Ontology for the Arabic Language. Proceedings of the International Arab Conference on Information Technology. December 22-24, 2017. Yassmine Hammamet Tunisia.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Abdelrazaq D., Abu-Soud S., Awajan A. (2017) Distinguishing Nominal and Verbal Arabic Sentences: A Machine Learning Approach. Proceedings of the International Arab Conference on Information Technology. December 22-24, 2017. Yassmine Hammamet Tunisia.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Hraiz R., Khader M., Awajan A., Al-Kouz A. (2017) Semantic Elements Extraction based on Syntactic Structure of Arabic Sentences. Proceedings of the International Arab Conference on Information Technology. December 22-24, 2017. Yassmine Hammamet Tunisia.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Biltawi M. Awajan A., Tedmori S, Al-Kouz A. 2017. Exploiting Multilingual Wikipedia to Improve Arabic Named Entity Resources. The International Arab Journal of Information Technology, Vol. 14, No. 4A, Special, pages 598-607.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Suleiman D., Awajan A., 2017. Bag-of-Concept Based Keyword Extraction from Arabic Documents. Proceedings of the 8th International Conference on Information Technology. IEEE technically sponsored Conference, 16-18 May 2017. Amman- Jordan. 
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Etaiwi W., Awajan A., Suleiman D., 2017. Statistical Arabic Name Entity Recognition Approaches: A Survey. The 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2017). September 18-20, 2017, Lund, Sweden. Procedia Computer Science 113 (2017) 57-64. Elsevier.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Suleiman D., Awajan A., Etaiwi A., 2017. The Use of Hidden Markov Model in Natural Arabic Language Processing: a survey. The 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2017). September 18-20, 2017, Lund, Sweden. Procedia Computer Science 113 (2017) 240-247. Elsevier
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Halabi D., Awajan A., Fayyoumi E., 2017, Arabic LFG-inspired Dependency Treebank. Proceedings of the International Conference on New Trends in Computing Sciences (ICTCS 2017), Amman, Jordan. 978-1-5386-0527-1/17 © 2017 IEEE, DOI 10.1109/ICTCS.2017.49. Pages 207- 215.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Suleiman D., Awajan A., Al-Madi N., 2017. Deep Learning Based Techniques for Plagiarism Detection in Arabic Texts. Proceedings of the International Conference on New Trends in Computing Sciences (ICTCS 2017), Amman, Jordan. 978-1-5386-0527-1/17 © 2017 IEEE, DOI 10.1109/ICTCS.2017.42. Pages 216- 222
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Alian M., Awajan A., Al-Kouz A. 2017, Arabic Word Sense Disambiguation – Survey. Proceedings of the International Conference on New Trends in Computing Sciences (ICTCS 2017), Amman, Jordan. 978-1-5386-0527-1/17 © 2017 IEEE, DOI 10.1109/ICTCS.2017.23. Pages 236- 240
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Mariam Biltawi, Ghazi Al-Naymat and Sara Tedmori, "Arabic Sentiment Classification: A Hybrid Approach," in 2017 International Conference on New Trends in Computing Sciences, Amman, Jordan, 2017.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Marwah Alian, Ghazi Al-Naymat, Banda Ramadan, Using transliteration with entity resolution for Arabic datasets, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA), pp593-597, 2017.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2016

  • Alian M., Awajan A., Al-Kouz A. 2016. Word sense disambiguation for Arabic text using Wikipedia and Vector Space Model. International Journal of Speech Technology (Springer). pp 1–11. DOI 10.1007/s10772-016-9376-y
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2016. Semantic Similarity Based Approach for Reducing Arabic Texts Dimensionality. International Journal of Speech Technology (Springer). June 2016, Volume 19, Issue 2, pp 191–201. DOI. 10.1007/s10772-015-9284-6. 13 Pages
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Alian M., Awajan A., Al-Kouz A. 2016. Arabic Word Sense Disambiguation Using Wikipdia. International Conference on Computer and Applications ICCA’16, September 14-15, 2016 Dubai, United Arab Emirates
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Khader M. Awajan A., Al-Kouz A. 2016. Textual Entailment for Arabic Language based on Lexical and Semantic Matching. International Conference on Computer and Applications ICCA’16, September 14-15, 2016 Dubai, United Arab Emirates
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Biltawi M., Etaiwi W, Tedmori S., Hudaib A., Awajan A. 2016. Sentiment Classification Techniques for Arabic Language: A Survey. Proceedings of the International Conference on Information and Communication Systems (ICICS 2016). April 5-7, 2016 - Irbid –Jordan. 8 Pages.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2015

  • Awajan A. 2015. Keyword Extraction from Arabic Documents using Term Equivalence classes. ACM Transactions on Asian and Low-Resource Language Information Processing. Volume 14, Issue 2, Article 7 (March 2015), 18 pages.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2015. Semantic Vector Space Model for Reducing Arabic Text Dimensionality. Proceedings of the 5th International Conference on Digital Information and Communication Technology and its Applications (DICTAP 2015). 6 Pages.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A., Abu Jrai E. 2015. Hybrid Technique for Arabic Text Compression. Global Journal of Computer Science and Technology, GJCST Volume 15 Issue 1. Pages 1-6.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Sedki E., Alzaqah A., Awajan A. 2015. Arabic Text Dimensionality Reduction Using Semantic Analysis. WSEAS Transactions on Information Science and Applications. Volume 12, 2015, Art. #21. Pages 209-218.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2014

  • Awajan A. 2014. Unsupervised Approach for Automatic Keyword Extraction from Arabic Documents, Proceedings of the 26th International Conference on Computational Linguistics and Speech Processing ROCLING 2014, Pages 175-184.   
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Aayat Shdaifat, Marwah ALian, Arabic WebPages Classification Based On Fuzzy Association, International Journal of Computer Science Issues (IJCSI), Vol 11, Issue 2,, pp 110-119, 2014.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

2013

  • Al-kouz A., Awajan A., Jeet M., Al-Zaqqa A. 2013. Extracting Arabic Semantic Graph from Aljazeera.net, IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies AEECT, 3-5 Dec 2013, DOI: 10.1109/AEECT.2013.6716451
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

 

Before 2013

  • Awajan A. 2011. Multilayer Model for Arabic Text Compression. The International Arab Journal of Information Technology, Vol. 8, No. 2, Pages 188-196.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2007. Arabic Text Preprocessing for the Natural Language Processing Applications, Arab Gulf Journal of Scientific Research, Vol. 25, No. 4, Pages 179-189.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2003. A Rule-Based Morphological Analyzer of Arabic Word, WSEAS Transactions on Computers, Vol. 2, No. 2, Pages 493-502.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2001. Low-level Natural Language Technique for Arabic Text Processing, Proceedings of the ISCA 16th International Conference Computers and Their Applications, March 28-30, 2001, Seattle, Washington, USA. ISCA 2001, Pages 387-390.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A., Atoum J., and Salameh W. 2000. A Fast Arabic Text Compression Technique, Journal of the Institute of Mathematics and Computer Sciences (Computer Science Series), Vol. 11, No. 1.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]

  • Awajan A. 2000. A Statistical Model for Arabic Text Compression, Proceedings of the 19th IASTED International Conference on Modeling, Identification and Control. Innsbruck-Austria, February 14-17 2000, Pages 562-566.
    [ Abstract ] ، [ pdf ] ، [ ppt ] ، [ Link ]