פרסומים
- Predicting guide dog career success using machine learning and large language models, Solomon, A., Shamis, E., Racah, H., Toren, A., Weiss, C., Braun, O. & Zamansky, A., Dec 2026, In: Scientific Reports. 16, 1, 19877.
- From Data to Dialogue: A Multi-Agent Chatbot Interface for Decision Support in Guide Dog Training, Solomon, A., Shamis, E., Toren, A. & Zamansky, A., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 50-53 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- Disentangling Anticipation: Polarity-Aware Emotion Strength for Explainable Rating Prediction, Kashkoush, M., Fainman, E., Solomon, A. & Mokryn, O., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 26-29 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- DiSCo: Making Absence Visible in Intelligent Summarization Interfaces, Fainman, E., Ben Shoshan, H., Solomon, A. & Mokryn, O., 22 Mar 2026, IUI 2026 - Proceedings of the 2026 Conference on Intelligent User Interfaces. Kuflik, T., Kleanthous, S., Chen, L., Jaccuci, G. & Renner, A. (eds.). Association for Computing Machinery, p. 1438-1453 16 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- A Privacy-Preserving Hypercube Framework for Interactive Recommendations, Solomon, A., Wecker, A., Tuval, N., Hertz, A. & Kuflik, T., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 6-9 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- Demonstrating Domain-informed Summarization through Contrast (DiSCo), Fainman, E., Shoshan, H. B., Solomon, A. & Mokryn, O., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 156-159 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- Multi-Agent Framework for Adaptive Social-Emotional Learning in Children’s Digital Communication, Malik, A., Elbaum, O., Malkevich, T., Elyoseph, Z., Solomon, A., Dror, R. & Ayalon, O., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 185-188 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).
- Detecting Behavioral and Emotional Themes Through Latent and Explicit Knowledge, Mcdossi, O., Klein, R., Shaer, A., Dror, R. & Solomon, A., Feb 2026, In: Systems. 14, 2, 123.
- Evaluating Large Language Models as Judicial Decision-Makers, Gazal Ayal, O., Elyoseph, Z. & Solomon, A., 2026, In: Justice Quarterly. 43, 5, p. 1184-1219 36 p.
- DiFair-LLM: Evaluating Fairness Disparities in LLMs Toward Demographic Groups, Cohen-Inger, N., Zaady, R., Solomon, A., Rokach, L. & Shapira, B., 21 Oct 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 1027-1034 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).
- PAIRSAT: Integrating Preference-Based Signals for User Satisfaction Estimation in Dialogue Systems, Fainman, E., Solomon, A. & Mokryn, O., 7 Aug 2025, RecSys2025 - Proceedings of the 19th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 1251-1255 5 p. (RecSys2025 - Proceedings of the 19th ACM Conference on Recommender Systems).
- Inferring travel time preferences through a contextual feature fusion approach, Solomon, A., Smedt, J. D. & Snoeck, M., Jul 2025, In: Travel Behaviour and Society. 40, 101023.
- Exploring modeling methods for information systems analysis and design: a data-driven retrospective, Reinhartz-Berger, I., Solomon, A., Zdravkovic, J., Krogstie, J. & Proper, H. A., 2025, (Accepted/In press) In: Software and Systems Modeling.
- Using Facial Expressions to Predict Process Mining Task Performance, Shalev, L., Hadar, I., Dror, R., Solomon, A., Sorokina, E., Raymond, M. W. & Soffer, P., 2025, Process Mining Workshops - ICPM 2024 International Workshops, Lyngby, Denmark, October 14–18, 2024, Revised Selected Papers. Delgado, A. & Slaats, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 559-571 13 p. (Lecture Notes in Business Information Processing; vol. 533).
- RecTemp: Temporal Reasoning in Recommendation Systems, Solomon, A., Kuflik, T., Guy, I. & Shapira, B., 8 Oct 2024, RecSys 2024 - Proceedings of the 18th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 1227-1228 2 p. (RecSys 2024 - Proceedings of the 18th ACM Conference on Recommender Systems).
- Creating an Intelligent Social Media Campaign Decision-Support Method, Gabay, A., Solomon, A., Guy, I. & Shapira, B., 22 Jun 2024, UMAP 2024 - Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 149-158 10 p. (UMAP 2024 - Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization).
- Requirements Engineering for LLM: The Case of Digital Inquiries Application, Solomon, A., Levy, M., Agur-Cohen, D., Younis, M. & Moshe, E., 2024, Proceedings - 32nd IEEE International Requirements Engineering Conference Workshops, REW 2024. Liebel, G., Hadar, I. & Spoletini, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 370-375 6 p. (Proceedings - 32nd IEEE International Requirements Engineering Conference Workshops, REW 2024).
- A simplified similarity-based approach for drug-drug interaction prediction, Shtar, G., Solomon, A., Mazuz, E., Rokach, L. & Shapira, B., Nov 2023, In: PLOS ONE. 18, 11 November, e0293629.
- A deep learning framework for predicting burglaries based on multiple contextual factors, Solomon, A., Kertis, M., Shapira, B. & Rokach, L., 1 Aug 2022, In: Expert Systems with Applications. 199, 117042.
- Predicting application usage based on latent contextual information, Solomon, A., Shapira, B. & Rokach, L., 1 Aug 2022, In: Computer Communications. 192, p. 197-209 13 p.
- Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning, Yanai, C., Solomon, A., Katz, G., Shapira, B. & Rokach, L., 30 Jun 2022, AAAI-22 Technical Tracks 8. Association for the Advancement of Artificial Intelligence, p. 8806-8813 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).
- Contextual security awareness: A context-based approach for assessing the security awareness of users, Solomon, A., Michaelshvili, M., Bitton, R., Shapira, B., Rokach, L., Puzis, R. & Shabtai, A., 21 Jun 2022, In: Knowledge-Based Systems. 246, 108709.
- Evolving context-aware recommender systems with users in mind[Formula presented], Livne, A., Tov, E. S., Solomon, A., Elyasaf, A., Shapira, B. & Rokach, L., 1 Mar 2022, In: Expert Systems with Applications. 189, 116042.
- Analyzing movement predictability using human attributes and behavioral patterns, Solomon, A., Livne, A., Katz, G., Shapira, B. & Rokach, L., May 2021, In: Computers, Environment and Urban Systems. 87, 101596.
- Crime Linkage Based on Textual Hebrew Police Reports Utilizing Behavioral Patterns, Solomon, A., Magen, A., Hanouna, S., Kertis, M., Shapira, B. & Rokach, L., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2749-2756 8 p. (International Conference on Information and Knowledge Management, Proceedings).
- Predict demographic information using Word2vec on spatial trajectories, Solomon, A., Bar, A., Yanai, C., Shapira, B. & Rokach, L., 3 Jul 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 331-339 9 p. (UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization).
תחומי מחקר
- למידת מכונה
- למידה עמוקה
- עיבוד שפה טבעית
- מערכות המלצה
- מידול משתמשים