Dialogue Analysis with Graph Databases: Characterising Domain Items Usage for Movie Recommendations

التفاصيل البيبلوغرافية
العنوان: Dialogue Analysis with Graph Databases: Characterising Domain Items Usage for Movie Recommendations
المؤلفون: Di Bratto Martina, Di Maro Maria, Origlia Antonio, Cutugno Francesco
المساهمون: DI BRATTO, Martina, DI MARO, Maria, Origlia, Antonio, Cutugno, Francesco
سنة النشر: 2021
المجموعة: IRIS Università degli Studi di Napoli Federico II
الوصف: Nowadays, the use of graph databases combined with textual corpora analysis seems to play a pivotal role in supporting dialogue systems design and implementation. However, dialogues are rarely put in an explicit relationship with the graph structures representing the knowledge domain. In this work, we show how native graph databases provide a framework for a deeper understanding about the use of domain items during dialogue. We describe a multiple-source data collection procedure and we describe how linguistic concepts related to common ground can be found in graph structures. We also describe different patterns that can be detected in the obtained graph structures and discuss their implications in the design of dialogue systems for the movie recommendation task.
نوع الوثيقة: conference object
اللغة: unknown
Relation: ispartofbook:Proceedings of Clic-IT 2021; Conferenza italiana di linguistica computazionale; https://hdl.handle.net/11588/962997
الاتاحة: https://hdl.handle.net/11588/962997
رقم الانضمام: edsbas.4AB91716
قاعدة البيانات: BASE