Text Summarization of Turkish Texts using Latent Semantic Analysis. - Makbule Gulcin Ozsoy; Ilyas Cicekli; Ferda Nur Alpaslan (COLING, 2010)

Text summarization using Latent Semantic Analysis. - Makbule Gulcin Ozsoy; Ferda Nur Alpaslan; Ilyas Cicekli (J. Inf. Sci., 2011)

Trust based recommendation systems. - Makbule Gulcin Ozsoy; Faruk Polat (ASONAM, 2013)

Contrastive Max-Sum Opinion Summarization. - Makbule Gülçin Özsoy; Ruket Çakici (AIRS, 2014)

Multi-objective optimization based location and social network aware recommendation. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (CollaborateCom, 2014)

Result Diversification for Tweet Search. - Makbule Gulcin Ozsoy; Kezban Dilek Onal; Ismail Sengor Altingovde (WISE (2), 2014)

Modeling Individuals and Making Recommendations Using Multiple Social Networks. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (ASONAM, 2015)

Inference of gene regulatory networks via multiple data sources and a recommendation method. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (BIBM, 2015)

Time preference aware dynamic recommendation enhanced with location, social network and temporal information. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (ASONAM, 2016)

Making recommendations by integrating information from multiple social networks. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (Appl. Intell., 2016)

From Word Embeddings to Item Recommendation. - Makbule Gulcin Ozsoy (CoRR, 2016)

A multi-objective recommendation system (Çok amaçlı öneri sistem) - Makbule Gülçin Özsoy (2016)

Realizing drug repositioning by adapting a recommendation system to handle the process. - Makbule Gulcin Ozsoy; Tansel Özyer; Faruk Polat; Reda Alhajj (BMC Bioinform., 2018)

Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process. - Makbule Gulcin Ozsoy; Tansel Özyer; Faruk Polat; Reda Alhajj (BMC Bioinform., 2018)

PyRecGym: a reinforcement learning gym for recommender systems. - Bichen Shi; Makbule Gulcin Ozsoy; Neil Hurley; Barry Smyth; Elias Z. Tragos; James Geraci; Aonghus Lawlor (RecSys, 2019)

Effective induction of gene regulatory networks using a novel recommendation method. - Makbule Gulcin Ozsoy; Faruk Polat; Reda Alhajj (Int. J. Data Min. Bioinform., 2019)

MP4Rec: Explainable and Accurate Top-N Recommendations in Heterogeneous Information Networks. - Makbule Gulcin Ozsoy; Diarmuid O'Reilly-Morgan; Panagiotis Symeonidis; Elias Z. Tragos; Neil Hurley; Barry Smyth; Aonghus Lawlor (IEEE Access, 2020)

Utilizing FastText for Venue Recommendation. - Makbule Gulcin Ozsoy (CoRR, 2020)

Beyond Next Item Recommendation: Recommending and Evaluating List of Sequences. - Makbule Gulcin Ozsoy (CoRR, 2020)

DARES: An Asynchronous Distributed Recommender System Using Deep Reinforcement Learning. - Bichen Shi; Elias Z. Tragos; Makbule Gulcin Ozsoy; Ruihai Dong; Neil Hurley; Barry Smyth; Aonghus Lawlor (IEEE Access, 2021)

Multi-Margin Cosine Loss: Proposal and Application in Recommender Systems. - Makbule Gulcin Ozsoy (ICMLA, 2024)

Multi-Margin Loss: Proposal and Application in Recommender Systems. - Makbule Gulcin Ozsoy (CoRR, 2024)

Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages. - Makbule Gulcin Ozsoy (CoRR, 2024)

Text2Cypher: Bridging Natural Language and Graph Databases. - Makbule Gulcin Ozsoy; Leila Messallem; Jon Besga; Gianandrea Minneci (COLING Workshops, 2025)

Enhancing Text2Cypher with Schema Filtering. - Makbule Gulcin Ozsoy (CoRR, 2025)

Text2Cypher: Data Pruning using Hard Example Selection. - Makbule Gulcin Ozsoy (CoRR, 2025)

Text2Cypher Across Languages: Evaluating Foundational Models Beyond English. - Makbule Gulcin Ozsoy; William Tai (CoRR, 2025)