Mustafa Jarrar

Mustafa Jarrar
Full professor of Computer Science, director of the PhD Program, and the director of SinaLab for Computational Linguistics and Artificial Intelligence at Birzeit University. He was a Fulbright visiting professor at the University at Buffalo in the USA (2016-2017), a Marie Curie fellow at the University of Cyprus (2007-2009), and a senior research scientist at Vrije Universiteit Brussel (1999-2007), where he completed his Masters (2000) and PhD (early 2005). Jarrar has won several prestigious awards including, the Shoman Arab Researchers Award in Technology, Mohammed Bin Rashid Award for the Arabic Language, and Google Faculty Research Award. He has published 90+ articles in the areas of Natural Language Processing, Ontology Engineering, Semantic Web, and Graph Databases. Jarrar has also chaired 30 international conferences, a PC member of 150+ journals and conferences, a coordinator/manager of 25 large EU projects, a full member of the IFIP2.6 on Database Semantics, the IFIP2.12 on Web Semantics, and the UN ESCWA Technology Centre Board of Governors, among others. Prof. Jarrar is also the founder of both Sina Institute for Knowledge Engineering and Language Technologies, and the Palestinian e-Government Academy, and advisor of Ministry of Telecom & IT, where he also developed and chaired the Palestinian e-Government Interoperability Framework (called Zinnar).
CV and Publications: https:www.jarrar.info
Google Scholar
: Citations: 5000, h-index: 38-
Bashar Talaftah, Karima Kadaoui, Samar M. Magdy, Mariem Habiboullah, Chafei Mohamed, Ahmed O. El-Shangiti, Hiba Zayed, Mohamedou Cheikh Tourad, Rahaf Alhamouri, Rwaa Assi, Aisha Alraeesi, Hoor Mohamed, Fakhraddin Alwajih, Abdelrahman Mohamed, Abdellah El Mekki, El Moatez Billah Nagoudi, Saadia Benelhadj, Hamzah A. Alsayed, Walid Al-Dhabyani, Sara Shatnawi, Yasir Ech-chammakhy, Amal Makouar, Yousra Berrachedi, Mustafa Jarrar, Shady Shehata, Ismail Berrada, Muhammad Abdul-Mageed: Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 21745–21758, Miami, Florida, USA. Association for Computational Linguistics.
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Tymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia: SinaTools: Open Source Toolkit for Arabic Natural Language Understanding. In Proceedings of the 2024 AI in Computational Linguistics (ACLING 2024), Procedia Computer Science, Dubai. ELSEVIER.
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Mustafa Jarrar, Diyam Akra, Tymaa Hammouda: ALMA: Fast Lemmatizer and POS Tagger for Arabic. In Proceedings of the 2024 AI in Computational Linguistics (ACLING 2024), Procedia Computer Science, Dubai. ELSEVIER.
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Alaa Aljabari, Lina Duaibes, Mustafa Jarrar, Mohammed Khalilia: Event-Arguments Extraction Corpus and Modeling using BERT for Arabic. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Lina Duaibes, Areej Jaber, Mustafa Jarrar, Ahmad Qadi, Mais Qandeel: Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propaganda. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Mustafa Jarrar, Nagham Hamad, Mohammed Khalilia, Bashar Talafha, AbdelRahim Elmadany, Muhammad Abdul-Mageed: WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Mohammed Khalilia, Sanad Malaysha, Reem Suwaileh, Mustafa Jarrar, Alaa Aljabari, Tamer Elsayed, Imed Zitouni: ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Sanad Malaysha, Mo El-Haj, Saad Ezzini, Mohammed Khalilia, Mustafa Jarrar, Sultan Nasser, Ismail Berrada, Houda Bouamor: AraFinNLP 2024: The First Arabic Financial NLP Shared Task. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Wajdi Zaghouani, Mustafa Jarrar, Nizar Habash, Houda Bouamor, Imed Zitouni, Mona Diab, Samhaa El-Beltagy, Muhammed AbuOdeh: The FIGNEWS Shared Task on News Media Narratives. In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics.
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Mustafa Jarrar, Tymaa Hammouda: Qabas: An Open-Source Arabic Lexicographic Database. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 13363–13370, Torino, Italia. ELRA and ICCL.
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Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia: NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness In Proceedings of the SemEval 2024 Shared Task 1 (Semantic Relatedness). ACL 2024.
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Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe, Mustafa Jarrar, Samira Maghool, Florence Sèdes, Soror Sahri, and Maurice Van Keulen: Are Large Language Models the New Interface for Data Pipelines? In Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE’24. ACM.
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Mustafa Jarrar, Sanad Malaysha, Tymaa Hammouda, Mohammed Khalilia: SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks. In Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the TKM24 2023. ACL.
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Amal Nayouf, Tymaa Hammouda, Mustafa Jarrar, Fadi zaraket, Mohamad-Bassam Kurdy: Nâbra: Syrian Arabic Dialects with Morphological Annotations. In Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the TKM24 2023. ACL.
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Mustafa Jarrar, Ahmet Birim, Mohammed Khalilia, Mustafa Erden, and Sana Ghanem: ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic. In Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the TKM24 2023. ACL.
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Haneen Liqreina, Mustafa Jarrar, Mohammed Khalilia, Ahmed Oumar El-Shangiti, Muhammad AbdulMageed: Arabic Fine-Grained Entity Recognition. In Proceedings of the 1st Arabic Natural Language Processing Conference (ArabicNLP), Part of the TKM24 2023. ACL.
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Mustafa Jarrar, Muhammad Abdul-Mageed, Mohammed Khalilia, Bashar Talafha, AbdelRahim El-madany, Nagham Hamad, Alaa’ Omar: WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task. In Proceedings of the 1st Arabic Natural Language Processing Conference (Arabic- NLP), Part of the TKM24 2023. ACL.
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Nouran Khallaf, Elin Arfon, Mo El-Haj, Jon Morris, Dawn Knight, Paul Rayson, Tymaa Hammouda, Mustafa Jarrar: Open-source thesaurus development for under-resourced languages: a Welsh case study. The 4th LDK Conference on Language, Data and Knowledge, Vienna, Austria, 12-15 September 2023
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Nagham Hamad, Mustafa Jarrar, Mohammed Khalilia, Nadim Nashif: Offensive Hebrew Corpus and Detection using BERT. The 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA). Pages(1-7). IEEE. Egypt. DOI 10.1109/AICCSA59173.2023.10479258. 2023
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Sana Ghanem, Mustafa Jarrar, Radi Jarrar, Ibrahim Bounhas: A Benchmark and Scoring Algorithm for Enriching Arabic Synonyms. The 12th International Global Wordnet Conference (GWC2023), Global Wordnet Association. (pp.274-283). San Sebastian, Spain, 2023
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Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia: Context-Gloss Augmentation for Improving Arabic Target Sense Verification. The 12th International Global Wordnet Conference (GWC2023), Global Wordnet Association. (pp. 254-262). San Sebastian, Spain, 2023
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Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem: Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT. In Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France. 2022
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Mustafa Jarrar, Fadi Zaraket, Tymaa Hammouda, Daanish Masood, Martin Waehlisch: Lisan: Yemeni, Iraqi, Libyan, and Sudanese Arabic Dialect Corpora with Morphological Annotations. The 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA). Pages(1-7). IEEE. Egypt. DOI 10.1109/AICCSA59173.2023.10479250. 2023
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Karim El Haff, Mustafa Jarrar, Tymaa Hammouda, Fadi Zaraket: Curras + Baladi: Towards a Levantine Corpus. In Proceedings of the International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France. 2022
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Mustafa Jarrar: The Arabic Ontology - An Arabic Wordnet with Ontologically Clean Content. Applied Ontology Journal, 16:1, 1-26. IOS Press. 2021
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Moustafa Al-Hajj, Mustafa Jarrar: ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). PP 40--48, 2021
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Moustafa Al-Hajj, Mustafa Jarrar: LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation. In Proceedings of the Fifteenth Workshop on Semantic Evaluation (SemEval2021) Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC). PP 748--755, Association for Computational Linguistics. 2021
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Eman Naser-Karajah, Nabil Arman, Mustafa Jarrar: Current Trends and Approaches in Synonyms Extraction: Potential Adaptation to Arabic. In Proceedings of the 2021 International Conference on Information Technology (ICIT). PP 748--755, Association for Computational Linguistics. pp. 428-434, IEEE. 2021
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Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan: Extracting Synonyms from Bilingual Dictionaries. The 11th International Global Wordnet Conference (GWC2021), Global Wordnet Association. (pp. 215-222). Pretoria, South Africa, 2021
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Kareem Darwish, Nizar Habash, Mourad Abbas, Hend Al-Khalifa, Huseein T. Al-Natsheh, Houda Bouamor, Karim Bouzoubaa, Violetta Cavalli-Sforza, Samhaa R. El-Beltagy, Wassim El-Hajj, Mustafa Jarrar, Hamdy Mubarak: A Panoramic Survey of Natural Language Processing in the Arab World. Communications of the ACM, April 2021, Vol. 64 No. 4, Pages 72-81
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Mustafa Jarrar: Digitization of Arabic Lexicons. Arabic Language Status Report. UAE Ministry of Culture and Youth. Pages 214-2017. Dec 2020
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Mustafa Jarrar, Hamzeh Amayreh: An Arabic-Multilingual Database with a Lexicographic Search Engine. The 24th International Conference on Applications of Natural Language to Information Systems (NLDB 2019). Pages(234-246). LNCS 11608, Springer. 2019
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Mustafa Jarrar, Hamzeh Amayreh, John P. McCrae: Representing Arabic Lexicons in Lemon - a Preliminary Study. The 2nd Conference on Language, Data and Knowledge (LDK 2019). Pages(29-33). CEUR, Volume 2402. ISSN:1613-0073. Leipzig, Germany. 2019
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Diana Alhafi, Anton Deik, Mustafa Jarrar: Usability Evaluation of Lexicographic e-Services. The 16th IEEE/ACS International Conference on Computer Systems and Applications (AICCSA). Pages(1-7). IEEE. Abu Dhabi, UAE. 2019
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Mustafa Jarrar, Fadi Zaraket, Rami Asia, Hamzeh Amayreh: Diacritic-Based Matching of Arabic Words. ACM Asian and Low-Resource Language Information Processing. Volume 18, No 2, Pages(10:1-10:21), ACM, ISSN:2375-4699. December, 2018
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Paolo Ceravolo, Antonia Azzini, Marco Angelini, Tiziana Catarci, Philippe Cudre-Mauroux, Ernesto Damiani, Alexandra Mazak, Maurice Van Keulen, Mustafa Jarrar, Giuseppe Santucci, Kai-Uwe Sattler, Monica Scannapieco, Manuel Wimmer, Robert Wrembel, Fadi Zaraket: Big Data Semantics. Journal on Data Semantics. Volume 7, Issue 2, Pages(65-85). Springer. May, 2018
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Mustafa Jarrar: Search Engine for Arabic Lexicons. The 5th Conference on Translation and the Problematics of Cross-cultural Understanding. The Forum for Arab and International Relations. Doha, Qatar. December, 2018
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Mustafa Jarrar, Werner Ceusters: Classifying Processes and Basic Formal Ontology. The 8th International Conference on Biomedical Ontology (ICBO), Newcastle, UK. September, 2017
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Diab Abuaiadah, Dileep Rajendran, Mustafa Jarrar: Clustering Arabic Tweets for Sentiment Analysis. The 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications. Pages(499-506). IEEE Computer Society. ISBN:9781538635810. (doi.10.1109/AICCSA.2017.162). Hammamet, Tunisia. 2017
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Mustafa Jarrar, Nizar Habash, Faeq Alrimawi, Diyam Akra, Nasser Zalmout: Curras: An Annotated Corpus for the Palestinian Arabic Dialect. Journal Language Resources and Evaluation. Pages(745-775). Volume(51), Issue(3). Springer (doi.org/10.1007/s10579-016-9370-7). 2017
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Mamoun Abu Helou, Matteo Palmonari, Mustafa Jarrar: Effectiveness of Automatic Translations for Cross-Lingual Ontology Mapping. Journal of Artificial Intelligence Research, Special Track on Cross-language Algorithms and Applications. Pages(165-208). Volume(55), Number(1). AI Access Foundation. 2016
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Mustafa Jarrar, Anton Deik: The Graph Signature: A Scalable Query Optimization Index for RDF Graph Databases Using Bisimulation and Trace Equivalence Summarization. International Journal on Semantic Web and Information Systems, 11(2), Pages(36-65). IGI Global. DOI:10.4018/IJSWIS.2015040102. April-June, 2015
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Mustafa Jarrar, Nizar Habash, Diyam Akra, Nasser Zalmout: Building a Corpus for Palestinian Arabic: a Preliminary Study. Arabic Natural Language Processing Workshop, at the Conference on Empirical Methods in Natural Language Processing (TKM24 2014). Pages(18-27). Association for Computational Linguistics. ISBN:9781937284961. Qatar. October, 2014
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Mamoun Abu Helou, Matteo Palmonari, Mustafa Jarrar, Christiane Fellbaum: Towards Building Lexical Ontology via Cross-Language Matching. The 7th Conference on Global WordNet. Pages(346-354). Global WordNet Association. ISBN:7492329949978. Tartu, Estonia. January, 2014
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Antonio Lucas Soares, Carla Sofia Pereira, Mustafa Jarrar (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent 2014). In OTM 2014 Workshops. Page 575. LNCS 8842, Springer. ISBN:9783662455494. October, 2014
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Mustafa Jarrar and Marios D. Dikaiakos: A Query Formulation Language for the Data Web. The IEEE Transactions on Knowledge and Data Engineering. Volume 24, Number 4, Pages(783-798). IEEE Computer Society. April, 2012
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Gianluca Elia, Mustafa Jarrar: Guest Editorial: Knowledge Management and e-Human Resources Practices for Innovation. The International Journal of Knowledge and Learning (IJKL). Pages(1-5). Volume (8), Number(1/2). Inderscience Publishers. 2012
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Mustafa Jarrar, Amanda Hicks, Matteo Palmonar (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent 2012) . In OTM 2012 Workshops. Page 419. LNCS 7567, Springer. ISBN:9783642336171. September, 2012
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Mustafa Jarrar: Proceedings of the 1st Palestinian Conference on e-Governance and e-Services. Sina Institute at Birzeit University. June, 2012
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Mustafa Jarrar: Building a Formal Arabic Ontology (Invited Paper). Proceedings of the Experts Meeting on Arabic Ontologies and Semantic Networks. ALECSO, Arab League. Tunisia. July, 2011
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Mustafa Jarrar, Anton Deik, Bilal Faraj: Ontology-Based Data and Process Governance Framework -The Case of e-Government Interoperability in Palestine. The IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA). Pages(83-98). ISBN:9788890312021. Campione, Italy. June, 2011
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Paolo Ceravolo, Chengfei Liu, Mustafa Jarrar, Kai-Uwe Sattler: Special Issue on Querying the Data Web -Novel techniques for querying structured data on the web. The World Wide Web Journal. Volume(14), Issue (5-6). Springer. ISSN:1573-1413. August, 2011.
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Mustafa Jarrar, Marios D. Dikaiakos: Querying the Data Web: the MashQL Approach. IEEE Internet Computing. Volume 14, No 3. Pages(58-670). IEEE Computer Society. ISSN:1089-7801. May, 2010
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Anton Deik, Bilal Faraj, Ala Hawash, Mustafa Jarrar: Towards Query Optimization for the Data Web - Two Disk-Based algorithms: Trace Equivalence and Bisimilarity. The International Conference on Intelligent Semantic Web – Applications and Services. Pages(17:1-7). ACM. ISBN:9781450304757. June, 2010
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Rami Hodrob, Mustafa Jarrar: ORM to OWL 2 DL Mapping. The International Conference on Intelligent Semantic Web – Applications and Services. Pages(9:1-7). ACM. ISBN:9781450304757. June, 2010
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Anton Deik, Bilal Faraj, Ala Hawash, Mustafa Jarrar: Towards Query Optimization for the Data Web - Two Disk-Based algorithms: Trace Equivalence and Bisimilarity. The 3rd Palestinian International Conference on Computer and Information Technology (PICCIT 2010). Hebron, Palestine. March, 2010
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Jamal Daher, Mustafa Jarrar: Towards a Methodology for Building Ontologies – Classify by Properties (in Arabic) . The 3rd Palestinian International Conference on Computer and Information Technology (PICCIT). Hebron, Palestine. March, 2010
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Mustafa Jarrar, Paolo Ceravolo: (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent 2010). In OTM 2010 Workshops. Page 367. LNCS 6428, Springer. ISBN:9783642169601. October, 2010
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Mustafa Jarrar and Marios D. Dikaiakos: A Data Mashup Language for the Data Web. Linked Data on the Web Workshop, at the International World-Wide Web Conference (WWW 2009). ACM. ISSN:1613-0073. April, 2009
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Sergey Lukichev, Mustafa Jarrar: Graphical Notations for Rule Modeling. Book Chapter in the "Handbook of Research on Emerging Rule-Based Languages and Technologies". Chapter 4. Pages(76-98). IGI Global. ISBN:1605664022. 2009
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Mustafa Jarrar and Marios D. Dikaiakos: MashQL: a Query-by-Diagram Topping SPARQL —Towards Semantic Data Mashups. Ontologies and Information Systems for the Semantic Web Workshop, at the ACM International Conference on Information and Knowledge Management (CIKM 2008). Pages(89-96). ACM. ISBN:9781605582559. November, 2008
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Mustafa Jarrar: Towards Effectiveness and Transparency in e-Business Transactions, An Ontology for Customer Complaint Management. Book Chapter in "Semantic Web Methodologies for E-Business Applications". chapter 7. Pages(127-149). IGI Global. ISBN:9781605660660. 2008
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Mustafa Jarrar and Stijn Heymans: Towards Pattern-Based Reasoning for Friendly Ontology Debugging. Journal of Artificial Intelligence Tools. Volume 17. No 4. World Scientific Publishing. August, 2008
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Mustafa Jarrar and Robert Meersman: Ontology Engineering —The DOGMA Approach. Book Chapter in "Advances in Web Semantics I". Chapter 3. Pages(7-34). LNCS 4891, Springer. ISBN:9783540897835. 2008
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Ramon F. Brena, Andreas Schmidt, Mustafa Jarrar, Werner Ceusters, Francisco J. Cantu: (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent+QSI). In OTM 2008 Workshops. Page 583. LNCS 5333, Springer. ISBN:9783540888741. November, 2008
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Mustafa Jarrar: Mapping ORM into the SHOIN/OWL Description Logic —Towards a Methodological and Expressive Graphical Notation for Ontology Engineering. OTM 2007 workshops: Proceedings of the International Workshop on Object-Role Modeling (ORM). Pages(729-741). LNCS 4805, Springer. ISBN:9783540768890. Portugal. November, 2007
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Mustafa Jarrar: Towards Automated Reasoning on ORM Schemes —Mapping ORM into the DLR_idf Description Logic. The 26th International Conference on Conceptual Modeling (ER). Pages(181-197). LNCS 801, Springer. ISBN:9783540755623. Auckland, New Zealand. November, 2007
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Mustafa Jarrar, Andreas Schmidt, Claude Ostyn, and Werner Ceusters (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent). On the Move to Meaningful Internet Systems: OTM 2007 Workshops. Page 509. LNCS 4805. Springer. ISBN:9783540768876. Albufeira, Portugal. November, 2007
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Mustafa Jarrar: Towards the Notion of Gloss, and the Adoption of Linguistic Resources in Formal Ontology Engineering. The 15th International World Wide Web Conference (WWW2006). Pages(497-503). ACM Press. ISBN:1595933239. Edinburgh, Scotland. May, 2006
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Philippe Cudre-Mauroux, Karl Aberer, Alia Abdelmoty, Tiziana Catarci, Ernesto Damiani, Arantza Illarramendi, Mustafa Jarrar, Robert Meersman, Erich Neuhold, Christine Parent, Kai-Uwe Sattler, Monica Scannapieco, Stefano Spaccapietra, Peter Spyns, Guy De Tre: Viewpoints on Emergent Semantics. Journal on Data Semantics. Volume 4090, Issue 6, Pages(1-27). Springer. ISBN:3540367128. 2006
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Mustafa Jarrar and Stijn Heymans: Unsatisfiability Reasoning in ORM Conceptual Schemes. Current Trends in Database Technology – The International Conference on Extending Database Technology (EDBT 2006). Pages(517-534). LNCS 4254, Springer. ISBN:3540467882. Munich, Germany. March, 2006
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Mustafa Jarrar, Claude Ostyn, Werner Ceusters, Andreas Persidis (eds): Proceedings of the International Workshop on Ontology Content and Evaluation (OnToContent 2006). On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops. Page 1011. LNCS 4278, Springer. ISBN:9783540482734. Montpellier, France. November, 2006
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Katia Sycara, Elizabeth Chang, Ernesto Damiani, Mustafa Jarrar, and Tharam Dillon (eds): Proceedings of the 2nd IFIP WG 2.12 and WG 12.4 International Workshop on Web Semantics (SWWS'06). On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops. Page 1723. LNCS 4278, Springer. ISBN:9783540482734. Montpellier, France. November, 2006
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Mustafa Jarrar, Maria Keet, and Paolo Dongilli: Multilingual Verbalization of ORM Conceptual Models and Axiomatized Ontologies. Technical report. STARLab, Vrije Universiteit Brussel. February, 2006
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Mustafa Jarrar: Modularization and Automatic Composition of Object-Role Modeling (ORM) Schemes. The International Workshop on Object-Role Modeling (ORM). OTM2005 Workshops. Pages(613-625). LNCS 3762, Springer. ISBN:3540297391. Larnaca, Cyprus. November, 2005
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Mustafa Jarrar: Towards Methodological Principles for Ontology Engineering. PhD Thesis. Vrije Universiteit Brussel. May, 2005
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Tharam Dillon, Ling Feng, Mustafa Jarrar, Aldo Gangemi, Joost Breuker, Jos Lehmann, and Andre Valente (eds): The 1st IFIP WG 2.12 and WG 12.4 International Workshop on Web Semantics (SWWS'05). On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops. Page 808. LNCS 3762. Springer. ISBN:9783540297390. Larnaca, Cyprus. November, 2005
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Robert Meersman, Zahir Tari, Pilar Herrero, Gonzalo Mendez, Lawrence Cavedon, David Martin, Annika Hinze, George Buchanan, Maria S. Perez, Victor Robles, Jan Humble, Antonia Albani, Jan L. G. Dietz, Herve Panetto, Monica Scannapieco, Terry A. Halpin, Peter Spyns, Johannes Maria Zaha, Esteban Zimanyi, Emmanuel Stefanakis, Tharam S. Dillon, Ling Feng, Mustafa Jarrar, Jos Lehmann, Aldo de Moor, Erik Duval, Lora Aroyo: (eds): On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops. LNCS 3762, Springer. ISBN:3540297391. Larnaca, Cyprus. November, 2005
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Karl Aberer, Tiziana Catarci, Philippe Cudre-Mauroux, Tharam Dillon, Stephan Grimm, Mohand-Said Hacid, Arantza Illarramendi, Mustafa Jarrar, Vipul Kashyap, Massimo Mecella, Eduardo Mena, Erich Neuhold, Aris Ouksel, Thomas Risse, Monica Scannapieco, Felix Saltor, Luca De Santis, Stefano Spaccapietra, Steffen Staab, Rudi Studer, Olga De Troyer: Emergent Semantics Systems. Semantics of a Networked World - Semantics for Grid Databases (ICSNW2014). Pages(14-44). LNCS 3226, Springer. ISBN:3540236090. Paris, France. June, 2004
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Peter Spyns, Sven Van Acker, Marleen Wynants, Mustafa Jarrar, and Andriy Lisovoy: Using a Novel ORM-based Ontology Modelling Method to Build an Experimental Innovation Router. The 14th International Conference on Engineering Knowledge in the Age of the Semantic Web (EKAW 2004). Pages(82-98). LNCS 3257, Springer. ISBN:3540233407. October, 2004
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Mustafa Jarrar and Aldo Gangemi (eds): Proceedings of the 2nd International Workshop on Regulatory Ontologies (WORM 2004). On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops. Page 568. LNCS 3292, Springer. ISBN:9783540236641. Larnaca, Cyprus. November, 2004
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Mustafa Jarrar, Jan Demey, and Robert Meersman: On Using Conceptual Data Modeling for Ontology Engineering. Journal on Data Semantics, Special issue on "Best papers from the ER/ODBASE/COOPIS 2002 Conferences". Pages(185-207). LNCS 2800. No 1. Springer. ISBN:3540204075. October, 2003
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Mustafa Jarrar, Ruben Verlinden, and Robert Meersman: Ontology-Based Customer Complaint Management. OTM 2003 Workshops, Proceedings of the 1st International Workshop on Regulatory Ontologies and the Modeling of Complaint Regulations. Pages(594-606). LNCS 2889, Springer. ISBN:9783540204947. Sicily, Italy. November, 2003
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Mustafa Jarrar and Anne Salaun (eds): Proceedings of the 1st International Workshop on Regulatory Ontologies and the Modeling of Complaint Regulations (WORM CoRe 2003). On the Move to Meaningful Internet Systems: OTM 2003 Workshops. Page 578. LNCS 2889, Springer. ISBN:3540204946. Sicily, Italy. November, 2003
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Mustafa Jarrar and Robert Meersman: Formal Ontology Engineering in the DOGMA Approach. The International Conference on Ontologies, Databases, and Applications of Semantics (ODBase 2002). Pages(1238-1254). LNCS 2519, Springer. ISBN:3540001069. October, 2002
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Peter Spyns, Robert Meersman, and Mustafa Jarrar: Data Modelling versus Ontology Engineering. The SIGMOD Record Magazine. Pages(12-17). Volume 31, No 4. ACM. ISSN:01635808. March, 2002
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Jan Demey and Mustafa Jarrar and Robert Meersman: A Conceptual Markup Language that Supports Interoperability between Business Rule Modeling Systems. The 10th International Conference on Cooperative Information Systems (CoopIS 02). Pages(19-35). LNCS 2519, Springer. ISBN:3540001069. October, 2002
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Mustafa Jarrar and Robert Meersman: Scalability and Knowledge Reusability in Ontology Modeling. The International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet (SSGRR 2002s). Scuola Superiore G Reiss Romoli. Rome, Italy. August, 2002
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Jan Demey, Mustafa Jarrar, and Robert Meersman: A Markup Language for ORM Business Rules. The International Workshop on Rule Markup Languages for Business Rules on the Semantic Web (RuleML 2002). Pages(107-128). Volume 60. CEUR Workshop Proceedings. ISSN:1613-0073. June, 2002
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Peter Spyns, Daniel Oberle, Raphael Volz, Jijuan Zheng, Mustafa Jarrar, York Sure, Rudi Studer, and Robert Meersman: OntoWeb- a Semantic Web Community Portal. The 4th International Conference on Practical Aspects of Knowledge Management (PAKM 2002). Pages(189-200). LNCS 2569, Springer. ISBN:3540003142. December, 2002
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Jan De Bo, Mustafa Jarrar, Ben Majer, and Robert Meersman: Ontology-Based Author Profiling of Documents. Event Modeling for Multilingual Document Linking Workshop, at the 3rd International Conference on Language Resources and Evaluation (LREC 2002). Pages(23-28). ELRA. Gran Canaria. 2002