The Main Big Data Solution Pillars: How to Effectively Model and Manage the Massive Data Deluge?

Rania Mkhinini Gahar https://about.me/rania.mkhinini.gahar https://twitter.com/raniamkhinini https://github.com/RaniaMkhininiGahar https://orcid.org/0000-0003-1196-1731 University of Tunis El Manar, OASIS, Tunisia

Rania Mkhinini Gahar Minyar Sassi Hidri The Main Big Data Solution Pillars: How to Effectively Model and Manage the Massive Data Deluge? 2450093:1-2450093:33 2025 February 24 J. Inf. Knowl. Manag. 1 https://doi.org/10.1142/S021964922450093X db/journals/jikm/jikm24.html#GaharH25 streams/journals/jikm

Rania Mkhinini Gahar Adel Hidri Olfa Arfaoui Minyar Sassi Hidri Hierarchical multimodal robust spam detection using Large Language Models and Convolutional Networks. 3879-3888 2025 KES https://doi.org/10.1016/j.procs.2025.09.513 conf/kes/2025 db/conf/kes/kes2025.html#GaharHAH25 Rania Mkhinini Gahar Badr Gorchene Adel Hidri Olfa Arfaoui Minyar Sassi Hidri Building Intelligent Educational Agents: A Scalable LLM-Based Framework for Assessment Generation. 4075-4084 2025 KES https://doi.org/10.1016/j.procs.2025.09.532 conf/kes/2025 db/conf/kes/kes2025.html#GaharGHAH25

Adel Hidri Rania Mkhinini Gahar Minyar Sassi Hidri What factors distinguish overlapping Data job postings? Towards ML-based models for job category's factors prediction. 2161-2176 2024 18 Intell. Decis. Technol. 3 https://doi.org/10.3233/IDT-240509 db/journals/idt/idt18.html#HidriGH24 streams/journals/idt

Rania Mkhinini Gahar Olfa Arfaoui Adel Hidri Suleiman Ali Alsaif Minyar Sassi Hidri STARM: STreaming Association Rules Mining in High-Dimensional Data. 136-146 2024 AINA (2) https://doi.org/10.1007/978-3-031-57853-3_12 conf/aina/2024-2 db/conf/aina/aina2024-2.html#GaharAHAH24

Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Open Research Issues and Tools for Visualization and Big Data Analytics. 2024 abs/2404.12505 CoRR https://doi.org/10.48550/arXiv.2404.12505 db/journals/corr/corr2404.html#abs-2404-12505

Rania Mkhinini Gahar Adel Hidri Minyar Sassi Hidri Let's Predict Who Will Move to a New Job. 2023 abs/2309.08333 CoRR https://doi.org/10.48550/arXiv.2309.08333 db/journals/corr/corr2309.html#abs-2309-08333

Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Towards Big Data Modeling and Management Systems: From DBMS to BDMS. 2023 abs/2309.08362 CoRR https://doi.org/10.48550/arXiv.2309.08362 db/journals/corr/corr2309.html#abs-2309-08362

Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Nejib Ben Hadj-Alouane A Distributed Approach for High-Dimensionality Heterogeneous Data Reduction. 151006-151022 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2945889 db/journals/access/access7.html#GaharAHH19

Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Nejib Ben Hadj-Alouane Vers une approche heuristique distribuée à base d'ontologie pour la fouille des règles d'association dans les données massives. 377-378 2019 EGC https://editions-rnti.fr/?inprocid=1002515 conf/f-egc/2019 db/conf/f-egc/egc2019.html#GaharAHH19 Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Nejib Ben Hadj-Alouane An Ontology-driven MapReduce Framework for Association Rules Mining in Massive Data. 224-233 2018 KES https://doi.org/10.1016/j.procs.2018.07.236 https://www.wikidata.org/entity/Q129330479 conf/kes/2018 db/conf/kes/kes2018.html#GaharAHH18 Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Nejib Ben Hadj-Alouane ParallelCharMax: An Effective Maximal Frequent Itemset Mining Algorithm Based on MapReduce Framework. 571-578 2017 AICCSA https://doi.org/10.1109/AICCSA.2017.80 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2017.80 conf/aiccsa/2017 db/conf/aiccsa/aiccsa2017.html#GaharAHH17

Rania Mkhinini Gahar Olfa Arfaoui Minyar Sassi Hidri Nejib Ben Hadj-Alouane Dimensionality reduction with missing values imputation. 2017 abs/1707.00351 CoRR http://arxiv.org/abs/1707.00351 db/journals/corr/corr1707.html#GaharAHH17

Suleiman Ali Alsaif Olfa Arfaoui Badr Gorchene Nejib Ben Hadj-Alouane Adel Hidri Minyar Sassi Hidri