Publications

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2022
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Benlahmar, E. H., « Automatic Key-Phrase Extraction: Empirical Study of Graph-Based Methods », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 440-456, 2022.
E. Mohammed et Zellou, A., « Current Research Trends in Fake News Areas: A Systematic Mapping Study », in 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, 2022.
L. Ajallouda, Najmani, K., Zellou, A., et Benlahmar, E. H., « Doc2Vec, SBERT, InferSent, and USE Which embedding technique for noun phrases? », in 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, 2022.
L. Rassam, Zellou, A., et Rachad, T., « Empirical Study: What is the Best N-Gram Graphical Indexing Technique », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 387-398, 2022.
L. Rassam, Aldiebesghanem, C., Zellou, A., et Lahmar, E. B., « Fuzzy Logic-based N-gram Graph Technique for Evaluating Textual Documents Indexes », in 2022 4th International Conference on Computer Communication and the Internet, ICCCI 2022, 2022, p. 78-82.
K. Najmani, Ajallouda, L., Benlahmar, E. H., Sael, N., et Zellou, A., « The Impact of the k-Nearest Neighbor Parameters in Collaborative Filtering Recommender Systems », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 556-567, 2022.
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Lahmar, E. B., « KP-USE: An Unsupervised Approach for Key-Phrases Extraction from Documents », International Journal of Advanced Computer Science and Applications, vol. 13, p. 283-289, 2022.
K. Benabbes, Hmedna, B., Housni, K., Zellou, A., et A. Mezouary, E., « New Automatic Hybrid Approach for Tracking Learner Comprehension Progress in the LMS », International Journal of Interactive Mobile Technologies, vol. 16, p. 61-80, 2022.
K. Najmani, Ajallouda, L., Benlahmar, E. H., Sael, N., et Zellou, A., « Offline and Online Evaluation for Recommender Systems », in 2022 International Conference on Intelligent Systems and Computer Vision, ISCV 2022, 2022.
L. Ajallouda et Zellou, A., « Present and absent keyphrases extraction: an approach based on sentence embedding », Indonesian Journal of Electrical Engineering and Computer Science, vol. 28, p. 1601-1612, 2022.
K. Benabbes, Housni, K., A. Mezouary, E., et Zellou, A., « Recommendation System Issues, Approaches and Challenges Based on User Reviews », Journal of Web Engineering, vol. 21, p. 1017-1054, 2022.
O. Reda et Zellou, A., « SMDQM-Social Media Data Quality Assessment Model », in 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, 2022.
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Benlahmar, E. H., « A Systematic Literature Review of Keyphrases Extraction Approaches », International Journal of Interactive Mobile Technologies, vol. 16, p. 31-58, 2022.
L. Ajallouda, Hourrane, O., Zellou, A., et Benlahmar, E. H., « Toward a New Process for Candidate Key-Phrases Extraction », Lecture Notes in Networks and Systems, vol. 455 LNNS, p. 466-474, 2022.
2021
F. Z. Fagroud, Ajallouda, L., Lahmar, E. H. B., Toumi, H., Zellou, A., et S. Filali, E., « A Brief Survey on Internet of Things (IoT) », Lecture Notes in Networks and Systems, vol. 211 LNNS, p. 335-344, 2021.
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « An Efficient Holistic Schema Matching Approach », Communications in Computer and Information Science, vol. 1350, p. 588-601, 2021.
E. A. Hafidy, Rachad, T., Idri, A., et Zellou, A., « Gamified mobile applications for improving driving behavior: A systematic mapping study », Mobile Information Systems, vol. 2021, 2021.
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « SBP: Preparation of Schema Elements to Schema Matching », Lecture Notes in Electrical Engineering, vol. 733 LNEE, p. 129-144, 2021.
2020
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « CSSM: A context-based semantic similarity measure », in 2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science, ICECOCS 2020, 2020.
A. Yousfi, Yazidi, M. H. E., et Zellou, A., « HASSO: A highly-automated source selection and ordering system based on data quality factors », in 2020 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2020, 2020, p. 155-164.
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Benlahmar, E. H., « K-means hac and fcm which clustering approach for arabic text? », in ACM International Conference Proceeding Series, 2020, p. 169-174.
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « Spm: Preparing hierarchical data structures for schema matching », in ACM International Conference Proceeding Series, 2020, p. 85-90.
N. Idrissi et Zellou, A., « A systematic literature review of sparsity issues in recommender systems », Social Network Analysis and Mining, vol. 10, 2020.
O. Reda, Sassi, I., Zellou, A., et Anter, S., « Towards a data quality assessment in big data », in ACM International Conference Proceeding Series, 2020, p. 91-96.
A. Yousfi, Yazidi, M. H. E., et Zellou, A., « Towards a Holistic Schema Matching Approach Designed for Large-Scale Schemas », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12496 LNAI, p. 3-15, 2020.

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