I am an associate professor at EPITA since September 2022. I am currently a member of the Artificial Intelligence group and also the head of the Machine Learning and Applications Axis. Prior to that, I was a postdoc in Laboratoire d’Informatique de Grenoble (LIG).
My research interests are mainly in the area of recommendation systems and data mining/exploration.
Call Limit-Based Composite Service Selection
Karim Benouaret, Juba Agoun, Idir Benouaret, François Charoy. Call Limit-Based Composite Service Selection. ICWS 2022 - IEEE International Conference on Web Services, Jul 2022, Barcelona, Spain. ⟨10.1109/ICWS55610.2022.00021⟩. ⟨hal-03896182⟩
Significance and Coverage in Group Testing on the Social Web
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia. Significance and Coverage in Group Testing on the Social Web. WWW '22: The ACM Web Conference 2022, Apr 2022, Virtual Event, France. pp.3052-3060, ⟨10.1145/3485447.3512025⟩. ⟨hal-03897362⟩
How Useful is Meta-Recommendation? An Empirical Investigation
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia. How Useful is Meta-Recommendation? An Empirical Investigation. 2021 IEEE International Conference on Big Data (Big Data), Dec 2021, Orlando, United States. pp.600-606, ⟨10.1109/BigData52589.2021.9671808⟩. ⟨hal-03711289⟩
Multi-Objective Recommendations and Promotions at TOTAL
Idir Benouaret, Mohamed Bouadi, Sihem Amer-Yahia. Multi-Objective Recommendations and Promotions at TOTAL. The 32nd International Conference on Database and Expert Systems Applications (DEXA2021), Sep 2021, Lintz, Austria. ⟨hal-03379570⟩
An Efficient Greedy Algorithm for Sequence Recommendation
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy. An Efficient Greedy Algorithm for Sequence Recommendation. Database and Expert Systems Applications, 2020, Linz, Austria. ⟨10.1007/978-3-030-27615-7⟩. ⟨hal-02972654⟩
Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy, Christiane Kamdem-Kengne, Jalil Chagraoui. Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2020, pp.160-193. ⟨10.1007/978-3-662-62271-1_6⟩. ⟨hal-02960154⟩
A Comparative Evaluation of Top-N Recommendation Algorithms: Case Study with Total Customers
Sihem Amer-Yahia, Idir Benouaret. A Comparative Evaluation of Top-N Recommendation Algorithms: Case Study with Total Customers. IEEE Big Data, 2020, Now Taking Place Virtually, France. ⟨hal-03002602⟩
An Efficient Greedy Algorithm for Sequence Recommendation
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy. An Efficient Greedy Algorithm for Sequence Recommendation. DEXA 2019: International Conference on Database and Expert Systems Applications, Aug 2019, Linz, Austria. pp.314-326, ⟨10.1007/978-3-030-27615-7_24⟩. ⟨hal-02347064⟩
A Bi-Objective Approach for Product Recommendations
Idir Benouaret, Sihem Amer-Yahia, Christiane Kamdem-Kengne, Jalil Chagraoui. A Bi-Objective Approach for Product Recommendations. 2019 IEEE International Conference on Big Data (Big Data), Dec 2019, Los Angeles, France. pp.2159-2168, ⟨10.1109/BigData47090.2019.9006503⟩. ⟨hal-02972603⟩
Top-k Cloud Service Plans Using Trust and QoS
Karim Benouaret, Idir Benouaret, Mahmoud Barhamgi, Djamal Benslimane. Top-k Cloud Service Plans Using Trust and QoS. 14th IEEE International Conference on Services Computing (SCC 2017), Jun 2017, Honolulu, United States. pp.507-510. ⟨hal-01857544⟩
Un système de recommandation contextuel et composite pour la visite personnalisée de sites culturels
Idir Benouaret. Un système de recommandation contextuel et composite pour la visite personnalisée de sites culturels. Autre [cs.OH]. Université de Technologie de Compiègne, 2017. Français. ⟨NNT : 2017COMP2332⟩. ⟨tel-01767997⟩
Recommending Diverse and Personalized Travel Packages
Idir Benouaret, Dominique Lenne. Recommending Diverse and Personalized Travel Packages. 28th International Conference on Database and Expert Systems Applications (DEXA 2017), Aug 2017, Lyon, France. pp.325-339, ⟨10.1007/978-3-319-64471-4_26⟩. ⟨hal-01714636⟩
A Package Recommendation Framework for Trip Planning Activities
Idir Benouaret, Dominique Lenne. A Package Recommendation Framework for Trip Planning Activities. 10th ACM Conference on Recommender Systems (RECSYS16), Sep 2016, Boston, United States. pp.203-206, ⟨10.1145/2959100.2959183⟩. ⟨hal-01404716⟩
A Composite Recommendation System for Planning Tourist Visits
Idir Benouaret, Dominique Lenne. A Composite Recommendation System for Planning Tourist Visits. 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI16), Oct 2016, Omaha, United States. pp.626-631. ⟨hal-01404719⟩
Personalizing the Museum Experience through Context-Aware Recommendations
Idir Benouaret, Dominique Lenne. Personalizing the Museum Experience through Context-Aware Recommendations. SMC 2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, Oct 2015, Hong Kong China. ⟨10.1109/SMC.2015.139⟩. ⟨hal-01319275⟩
Combining Semantic and Collaborative Recommendations to Generate Personalized Museum Tours
Idir Benouaret, Dominique Lenne. Combining Semantic and Collaborative Recommendations to Generate Personalized Museum Tours. ADBIS 2015 19th East-European Conference on Advances in Databases and Information Systems, Sep 2015, Poitiers, France. ⟨10.1007/978-3-319-23201-0_48⟩. ⟨hal-01319257⟩