A decade of Semantic Web research through the lenses of a mixed methods approach (Resources)
Creators
- 1. Vienna University of Economics and Business, Austria
- 2. Vienna University of Technology, Austria
- 3. Knowledge Media institute (KMi), The Open University, UK
- 4. Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland
Description
This work has been submitted to Semantic Web Journal. We provide here resources to reproduce our approach.
In this paper, we aim to provide a broader and more complete picture of Semantic Web topics and trends by adopting a mixed methods methodology, which allows a combined use of both qualitative and quantitative approaches. Concretely, we build on a qualitative analysis of the main seminal papers, which adopt a top-down approach, and on quantitative results derived with three bottom-up data-driven approaches (Rexplore, Saffron, PoolParty), on a corpus of Semantic Web papers published in the last decade. In this process, we both use the latter for “fact-checking” on the former and also to derive key findings in relation to the strengths and weaknesses of top-down and bottom-up approaches to research topic identification.
Please access the full set of resources at: https://aic.ai.wu.ac.at/qadlod/SW/
Files
coreTopics.csv
Files
(1.1 MB)
Name | Size | Download all |
---|---|---|
md5:23eb6592dfe0df443834e57f4161f580
|
1.5 kB | Preview Download |
md5:c74f125b4d57f987a85acd9bce2507cb
|
673 Bytes | Preview Download |
md5:8580463867d0b7cc73f64317189ab8d1
|
2.5 kB | Preview Download |
md5:f2058e630894e6ba8a6be33d4aa783c5
|
1.0 MB | Preview Download |
md5:ff26a4e061d72ee36b5f4bf64d2bd7f9
|
62.1 kB | Preview Download |