Visgnn: Personalized visualization recommendationvia graph neural networks
In this work, we develop a Graph Neural Network (GNN) framework for the problem of
personalized visualization recommendation. The GNN-based framework first represents the …
personalized visualization recommendation. The GNN-based framework first represents the …
Large-scale analysis of query logs to profile users for dataset search
Purpose With an explosion of datasets available on the Web, dataset search has gained
attention as an emerging research domain. Understanding users' dataset behaviour is …
attention as an emerging research domain. Understanding users' dataset behaviour is …
ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries
Dataset search, or more specifically, ad hoc dataset retrieval which is a trending specialized
IR task, has received increasing attention in both academia and industry. While methods …
IR task, has received increasing attention in both academia and industry. While methods …
PCSG: pattern-coverage snippet generation for RDF datasets
For reusing an RDF dataset, understanding its content is a prerequisite. To support the
comprehension of its large and complex structure, existing methods mainly generate an …
comprehension of its large and complex structure, existing methods mainly generate an …
Towards more usable dataset search: From query characterization to snippet generation
Reusing published datasets on the Web is of great interest to researchers and developers.
Their data needs may be met by submitting queries to a dataset search engine to retrieve …
Their data needs may be met by submitting queries to a dataset search engine to retrieve …
BANDAR: benchmarking snippet generation algorithms for (RDF) dataset search
The large volume of open data on the Web is expected to be reused and create value.
Finding the right data to reuse is a non-trivial task addressed by the recent dataset search …
Finding the right data to reuse is a non-trivial task addressed by the recent dataset search …
ACORDAR: a test collection for ad hoc content-based (RDF) dataset retrieval
Ad hoc dataset retrieval is a trending topic in IR research. Methods and systems are evolving
from metadata-based to content-based ones which exploit the data itself for improving …
from metadata-based to content-based ones which exploit the data itself for improving …
Open data chatbot
Recently, chatbots received an increased attention from industry and diverse research
communities as a dialogue-based interface providing advanced human-computer …
communities as a dialogue-based interface providing advanced human-computer …
Studying retrievability of publications and datasets in an integrated retrieval system
In this paper, we investigate the retrievability of datasets and publications in a real-life Digital
Library (DL). The measure of retrievability was originally developed to quantify the influence …
Library (DL). The measure of retrievability was originally developed to quantify the influence …
Retrievability in an integrated retrieval system: an extended study
Retrievability measures the influence a retrieval system has on the access to information in a
given collection of items. This measure can help in making an evaluation of the search …
given collection of items. This measure can help in making an evaluation of the search …