3 papers
cs.IR2025
Point of Interest Recommendation: Pitfalls and Viable Solutions
Alejandro BellogÃn, Linus W. Dietz, Francesco Ricci +1
Point of interest (POI) recommendation can play a pivotal role in enriching tourists' experiences by suggesting context-dependent and preference-matching locations and activities,…
cs.IR2025
Impacts of Mainstream-Driven Algorithms on Recommendations for Children Across Domains: A Reproducibility Study
Robin Ungruh, Alejandro BellogÃn, Dominik Kowald +1
Children are often exposed to items curated by recommendation algorithms. Yet, research seldom considers children as a user group, and when it does, it is anchored on datasets wher…
cs.IR2025
Understanding the Influence of Data Characteristics on the Performance of Point-of-Interest Recommendation Algorithms
Linus W. Dietz, Pablo Sánchez, Alejandro BellogÃn
Point-of-interest (POI) recommendations are essential for travelers and the e-tourism business. They assist in decision-making regarding what venues to visit and where to dine and…