uditkumawat/datasets

Various Open Datasets used for experiments and research projects

UCD Spatial - Research Datasets

This repository contains datasets generated by research activities of the Spatial Information Systems Group at the School of Computer Science and Informatics (University College Dublin). A list of related publications is maintained here.

Members & contributors:

• Dr. Andrea Ballatore http://sites.google.com/site/andreaballatore
• Dr. Michela Bertolotto http://www.csi.ucd.ie/staff/mbertolotto/home
• Prof. David C. Wilson http://coitweb.uncc.edu/~davils

Research areas:

• Geographic information systems
• Geo-semantics
• Volunteered geographic information
• OpenStreetMap
• Semantic similarity & relatedness
• Semantic web

Datasets

This repository contains the following datasets:

1. OSM Semantic Network

The OSM Semantic Network is a Semantic Web resource extracted from the OSM Wiki website, encoded as a SKOS vocabulary. It contains a machine-readable representation of OpenStreetMap tags, and several semantic relations between them.

2. Geo-Relatedness and Similarity Dataset (GeReSiD)

Geo-semantic relatedness and similarity ratings of 50 term pairs, including 97 geographic terms from OpenStreetMap. The dataset includes relatedness/similarity judgements collected from 203 human subjects.

3. MDSM Geo-Semantic Similarity Dataset

Human-generated similarity rankings of geographic concepts to assess the cognitive plausibility of similarity measures. All the files are tab-separated tables, containing the concept definitions, the similarity rankings, and the mappings with OpenStreetMap and WordNet.

4. Sentiment Detection in Hotel Reviews Dataset

Human-generated dataset that contains polarity judgements on a set of hotel reviews, with respect to specific features (e.g. room, location, etc.).

5. LaTeX Response to Reviewers Template

A simple LaTeX template to write responses in a typical peer-review. [zip]

6. Misc experiment results

Various datasets generated in empirical evaluations.

osm_network_similarity_experiment-2011.07.23 was used in:

Ballatore, Wilson, Bertolotto: Geographic knowledge extraction and semantic similarity in OpenStreetMap, Knowledge and Information Systems (2012) [link]

License

This material is Open Knowledge. http://opendefinition.org

Author & Maintainer

Dr. Andrea Ballatore http://sites.google.com/site/andreaballatore

e-mail: andrea [dot] ballatore [at] ucd [dot] ie