From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods
Tabular data often refers to data that is organized in a table with rows and columns. We
observe that this data format is widely used on the Web and within enterprise data …
observe that this data format is widely used on the Web and within enterprise data …
Table understanding: Problem overview
A Shigarov - Wiley Interdisciplinary Reviews: Data Mining and …, 2023 - Wiley Online Library
Tables are probably the most natural way to represent relational data in various media and
formats. They store a large number of valuable facts that could be utilized for question …
formats. They store a large number of valuable facts that could be utilized for question …
Matching html tables to dbpedia
Millions of HTML tables containing structured data can be found on the Web. With their wide
coverage, these tables are potentially very useful for filling missing values and extending …
coverage, these tables are potentially very useful for filling missing values and extending …
Colnet: Embedding the semantics of web tables for column type prediction
J Chen, E Jiménez-Ruiz, I Horrocks… - Proceedings of the AAAI …, 2019 - ojs.aaai.org
Automatically annotating column types with knowledge base (KB) concepts is a critical task
to gain a basic understanding of web tables. Current methods rely on either table metadata …
to gain a basic understanding of web tables. Current methods rely on either table metadata …
Matching web tables with knowledge base entities: from entity lookups to entity embeddings
V Efthymiou, O Hassanzadeh… - The Semantic Web …, 2017 - Springer
Web tables constitute valuable sources of information for various applications, ranging from
Web search to Knowledge Base (KB) augmentation. An underlying common requirement is …
Web search to Knowledge Base (KB) augmentation. An underlying common requirement is …
Effective and efficient semantic table interpretation using tableminer+
Z Zhang - Semantic Web, 2017 - content.iospress.com
This article introduces TableMiner+, a Semantic Table Interpretation method that annotates
Web tables in a both effective and efficient way. Built on our previous work TableMiner, the …
Web tables in a both effective and efficient way. Built on our previous work TableMiner, the …
[PDF][PDF] Matching web tables to dbpedia-a feature utility study
Relational HTML tables on the Web contain data describing a multitude of entities and
covering a wide range of topics. Thus, web tables are very useful for filling missing values in …
covering a wide range of topics. Thus, web tables are very useful for filling missing values in …
Multi-level semantic labelling of numerical values
With the success of Open Data a huge amount of tabular data sources became available
that could potentially be mapped and linked into the Web of (Linked) Data. Most existing …
that could potentially be mapped and linked into the Web of (Linked) Data. Most existing …
Rule-based spreadsheet data transformation from arbitrary to relational tables
AO Shigarov, AA Mikhailov - Information Systems, 2017 - Elsevier
The paper discusses issues of rule-based data transformation from arbitrary spreadsheet
tables to a canonical (relational) form. We present a novel table object model and rule …
tables to a canonical (relational) form. We present a novel table object model and rule …
[HTML][HTML] Enhancing accessibility for the blind and visually impaired: Presenting semantic information in PDF tables
The ubiquitous and layout-friendly PDF documents have multiple elements for disseminating
knowledge and require visual cues for interpretation. Users with visual impairments depend …
knowledge and require visual cues for interpretation. Users with visual impairments depend …