Cube query interestingness: Novelty, relevance, peculiarity and surprise
D Gkitsakis, S Kaloudis, E Mouselli, V Peralta… - Information Systems, 2024 - Elsevier
In this paper, we discuss methods to assess the interestingness of a query in an
environment of data cubes. We assume a hierarchical multidimensional database, storing …
environment of data cubes. We assume a hierarchical multidimensional database, storing …
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
Spreadsheets are widely recognized as the most popular end-user programming tools,
which blend the power of formula-based computation, with an intuitive table-based interface …
which blend the power of formula-based computation, with an intuitive table-based interface …
Guided SQL-Based Data Exploration with User Feedback
A Mandamadiotis, G Koutrika… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
The exploration of large, real-world databases poses major challenges to users due to their
volume and complexity. SQL is the preferred language for data exploration. However, the …
volume and complexity. SQL is the preferred language for data exploration. However, the …
TranSQLation: TRANsformer-based SQL RecommendATION
The exponential growth of data production emphasizes the importance of database
management systems (DBMS) for managing vast amounts of data. However, the complexity …
management systems (DBMS) for managing vast amounts of data. However, the complexity …
Leveraging users' behavior, intentions and interests for enhancing Exploratory Data Analysis and Data Narration
V Peralta - 2024 - hal.science
Exploratory Data Analysis (EDA) is an analysis technique used for efficiently extracting
knowledge from data even when we do not know exactly what we are looking for. EDA is at …
knowledge from data even when we do not know exactly what we are looking for. EDA is at …