From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods

J Liu, Y Chabot, R Troncy, VP Huynh, T Labbé… - Journal of Web …, 2023 - Elsevier
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 …

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 …

Matching html tables to dbpedia

D Ritze, O Lehmberg, C Bizer - … of the 5th international conference on …, 2015 - dl.acm.org
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 …

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 …

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 …

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 …

[PDF][PDF] Matching web tables to dbpedia-a feature utility study

D Ritze, C Bizer - context, 2017 - dit.unitn.it
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 …

Multi-level semantic labelling of numerical values

S Neumaier, J Umbrich, JX Parreira… - The Semantic Web–ISWC …, 2016 - Springer
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 …

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 …

[HTML][HTML] Enhancing accessibility for the blind and visually impaired: Presenting semantic information in PDF tables

N Fayyaz, S Khusro - Journal of King Saud University-Computer and …, 2023 - Elsevier
The ubiquitous and layout-friendly PDF documents have multiple elements for disseminating
knowledge and require visual cues for interpretation. Users with visual impairments depend …