Partners SESSION 01: Healthcare Innovations and AI Applications CoMediC: Empowering Collaborative and Participatory Medical Multimodal Data Collection Projects Wafia Abada, Abdelkrim Bouramoul andAsma Ayari A Novel Ensemble Learning Approach for Diabetes Prediction in Imbalanced Datasets 18 Djalila Boughareb, Said Bouteldja and Hamid Seridi Detection of atherosclerosis using deep learning Juliet Chebet Moso, Mohamed Tahar Bennai, Zahia Guessoum, Stéphane Cormier Jasminka Hasić Telalović SESSION 02 : Advanced AI Applications Machine Learning-Driven Distributed Intrusion Detection System for the Internet of Vehicles Joud AlFarra, Leena Alam, Naila Marir Akila Sarirete Advancing Video Game Addiction Detection: A Stacking Ensemble Approach Utilizing Machine Learning and Deep Learning Models Amina Bouhadja and Abdelkrim Bouramoul Generating Synthetic Training Data for Named Entity Recognition with Large-Scale Models Integrating Wikidata and GPT Adel Belbekri, Wissem Bouarroudj, Fouzia Benchikha and Zizette Boufaida SESSION 03 : :AI-Powered Social Innovation A Semantic Framework for Monitoring Wheat Grain Warehouses Lynda Djakhdjakha , Brahim Farou, Imane Bouacida, Aya Meguellatni, An intelligent optimization technique of Automatic Speech Recognition for Smart Homes Rabab Hamed M. Aly and Aziza Ibrahim Hussein SPOC “Gender in Digital Education”: a means to promote Egalitarian e-Pedagogy and Sustainable Development Lilia Cheniti Belcadhi, Ghada A. EL KHAYAT and Mohamed El Hadi Benelhadj
A Hybrid Ant Colony-Cellular Automata Algorithm for Improved Edge Detection of Images, Safia Djemame SVM hyper-parameter optimization for sentiment analysis using Termite alate Optimization algorithm Faiza Merah and Haouassi Hichem Online Matching based Firefly Algorithm for Dynamic Ridesharing Hiba Abdelmoumene and Amina Bousena
A restaurant recommendation system based on collaborative filtering using machine learning algorithms and the multi-criteria method Maroua Chemlal, Amina Zedadra, Ouarda Zedadra Med Nadjib Kouahla Preserving Algeria's cultural heritage with blockchain technology Insaf Boumezbeur, Meriem Seghiri, Yasser Nassim Benzagouta, Abdelaziz Debbache, Karim Zarour A Comparative Study On Sentiment Lexicons For Automatic Labeling Zohra Mehenaoui, Chayma Merabti, Houda Tadjer, Yacine Lafifi Machine and Deep Learning Innovations for Protein Structure Quality Assessment Loubna Terra, Fouzia Benchikha Mohamed Hachem Kermani 114 124 138 143 152 159
The international conference on Research in computIng at Feminine (RIF) in Constantine, Algeria, has been held annually since 2012 and has emerged as a gathering for women researchers, engineers, and practitioners in the field of computer science. This multidisciplinary event aims to foster collaboration and address the challenges of advancement in the field, with a particular emphasis on emerging technologies. The upcoming RIF 2024 edition, themed “Women Empowering Innovations in AI,” highlights the conference’s focus on women’s contributions in artificial intelligence. Grounded in scientific inquiry, the conference explores crucial aspects such as clarifying fundamental concepts, presenting cutting-edge research, implementing practical findings, and conducting experiments within the realm of advanced technology. Researchers and practitioners are encouraged to submit original contributions, enriching the ongoing narrative of women’s impact in computing. The call for submissions welcomes both regular and short papers that delineate original work and applications across any of the areas listed below. Researchers are invited to submit comprehensive research reports or work-in-progress reports, offering a diverse range of insights and perspectives. For those unable to attend the conference, RIF 2024 will offer Hybrid (online) participation options. We encouraged submissions that explore various aspects, including but not limited to: In response to the call for papers, 33 papers were submitted. Each paper was reviewed by at least two reviewers and evaluated based on originality, quality, and relevance to the conference topics. The Program Committee selected 16 papers (12 as regular papers and 4 short papers) for publication in the proceedings and presentation at the Conference.
We would like to express our appreciation to the authors of the submitted papers, the Program Committee members, and the external reviewers. We owe special thanks to the Organizing Committee members for the hard work they did locally in Constantine.
MAY 2024, Fouzia MAGRA-BENCHIKHA
Faiza BELALA Zizette BOUFAIDA
Wafa GHEMMAZ
Naila Marir Wissem BOUARROUDJ
Fouzia MAGRA-BENCHIKHA, University of Constantine 2, Algeria Faiza BELALA, University of Constantine 2, Algeria Zizette BOUFAIDA, University of Constantine 2, Algeria
Organizing Conference Chairs Wafa GHEMMAZ, Constantine 2 University, Algeria Naila MARIR, Constantine 2 University, Algeria Wissem BOUARROUDJ, Constantine 2 University, Algeria
Organizing Conference Committee Souad BOUAICHA, Constantine 2 University, Algeria Souheila BOUDOUDA, Constantine 2 University, Algeria Meriem THABET, Constantine 2 University, Algeria Adla BENTELIS, Constantine 2 University, Algeria Bouchra GUELIB, Constantine 2 University, Algeria Rayene BOUNAB, Constantine 2 University, Algeria Hadjer BECHINIA, Constantine 2 University, Algeria • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Program Committee Afifa Ghenai, Constantine 2 University, Algeria Aicha Aggoune, Guelma University , Algeria Akila Sarirete, Effat University, Kingdom of Saudi Arabia Amira Gherboudj, Constantine 1 University, Algeria Chafia Bouanaka, Constantine 2 University, Algeria Djalila Boughareb, Guelma University, Algeria Faiza Belala, Constantine 2 University, Algeria Faiza Titouna, Batna University, Algeria Faten Fakhfakh, Sfax University, Tunisia Fouzia Magra-Benchikha, Constantine 2 University, Algeria Ghada El Khayat, University of Alexandria, Egypt Heba Aslan, Nile University, Egypt Hella Ben Ayed, Faculty of science, Tunis, Tunisia Houria Oudghiri, Lehigh University, Pennsylvania, USA Imen Ben Said, Digital Research Center of Sfax (CNRS), Tunisia Khouloud Boukadi, Faculty of Economics and Management of Sfax, Tunisia Lamia Belguith, Faculty of Economics and Management of Sfax, Tunisia Leila Ben Ayed, National School of Computer Science, Tunisia Lilia Cheniti Belcadhi, University of Sousse, Tunisia.
Maroua Bouzid, Caen University, France.
Maryline Laurent, Telecom, Paris, France Maya Benabdelhafid, Graduate School of Accounting and Finance of Constantine, Algeria Meriem Belguidoum, Constantine 2 University, Algeria Meriem Djezzar, Khenchla University, Algeria Nadia Zeghib, Constantine 2 University, Algeria Nardjess Bouchemal, University of Mila, Algeria Nadjette Benhamida, Guelma University, Algeria Naila Bouchemal, ECE School of Engineers Paris, France Nassima Bouchareb, Constantine 2 University, Algeria Nassira Chekkai, Lyon 1 University, France Nora Taleb, University of Annaba, Algeria Nidhi Gautam, Panjab University Chandigarh, INDIA Olena M. Motuzka, National Academy of Statistics, Ukraine Olga Santos, Research Group, Artificial Intelligence Department, Computer Science School, UNED. Madrid Spain Ouassila Hioual, Khenchela University, Algeria Passent ElKafrawy, Menoufia University, Egypt Safia Djemame, Setif University, Algeria Sahar Fawzi, Nile University, Egypt Sahar Smaali, Constantine 2 University, Algeria Sara Sabba, Constantine 2 University, Algeria Sofia Kouah, University of Oum El Bouaghi, Algeria.
Souheila Boudouda, Constantine 2 University, Algeria Walaa Medhat, Nile University, Egypt Zahia Guessoum, Université de Reims, France Zhara Mehnaoui, Guelma University, Algeria
Zizette Boufaida, Constantine 2 University, Algeria
Esma Aïmeur is a Professor in the Department of Computer Science at the University of Montreal. She is the Director of the Artificial Intelligence and Cybersecurity Laboratory. She obtained her Ph.D. in computer science (Artificial Intelligence) from the University of Paris 6 (France). She works on privacy and security, applying artificial intelligence techniques to manage personal data in e-Learning, Finance, and Medicine. Her most recent research focuses on online deception, fake news, ethics of artificial intelligence, social networks, security awareness, recommender systems, and privacy preservation.
Pr Nawres KHLIFA, Engineer and PHD of the National School of Engineers of Tunis ENIT, Tunisia. She is currently Professor at the Higher Institute of Medical Technologies of Tunis- Tunis El Manar University. She coordinates the TIMEd team: Medical Image Processing. Her research work focuses on Artificial Intelligence in medical imaging, emotion recognition and gaze tracking. Dr Hadjira BOUDER, a Doctor of Law and a permanent researcher specializing in Digital Law at the Center for Research on Scientific and Technical Information (Cerist). She is the head of the first research team on Digital Law in Algeria. She has conducted several research works in the field of Digital Law (scientific articles, national and international communications, research reports, etc.), particularly on intellectual property in the digital space, cybercrime, electronic signatures, and e-commerce.