mirror of
https://github.com/gsi-upm/senpy
synced 2024-11-24 17:12:29 +00:00
a0abbede49
Update RDFlib to 6.1.1 (removed rdflib-jsonld, as it is deprecated) Bumped minimum python version: 3.7 (as a result of RDFLIB 6) Added ProxyFix to run behind nginx (Added --no-proxy to run without the fix) Replaced http media links to protocol-agnostic links in playground Enable CORS (via --enable-cors) Update old urls (replaced *.cluster.gsi.dit.upm.es with *.gsi.upm.es)
25 lines
1.5 KiB
ReStructuredText
25 lines
1.5 KiB
ReStructuredText
Vocabularies and model
|
|
======================
|
|
|
|
The model used in Senpy is based on NIF 2.0 [1], which defines a semantic format and API for improving interoperability among natural language processing services.
|
|
|
|
Senpy has been applied to sentiment and emotion analysis services using the following vocabularies:
|
|
|
|
* Marl [2,6], a vocabulary designed to annotate and describe subjetive opinions expressed on the web or in information systems.
|
|
* Onyx [3,5], which is built one the same principles as Marl to annotate and describe emotions, and provides interoperability with Emotion Markup Language.
|
|
|
|
An overview of the vocabularies and their use can be found in [4].
|
|
|
|
|
|
[1] Guidelines for developing NIF-based NLP services, Final Community Group Report 22 December 2015 Available at: https://www.w3.org/2015/09/bpmlod-reports/nif-based-nlp-webservices/
|
|
|
|
[2] Marl Ontology Specification, available at http://www.gsi.upm.es/ontologies/marl/
|
|
|
|
[3] Onyx Ontology Specification, available at http://www.gsi.upm.es/ontologies/onyx/
|
|
|
|
[4] Iglesias, C. A., Sánchez-Rada, J. F., Vulcu, G., & Buitelaar, P. (2017). Linked Data Models for Sentiment and Emotion Analysis in Social Networks. In Sentiment Analysis in Social Networks (pp. 49-69).
|
|
|
|
[5] Sánchez-Rada, J. F., & Iglesias, C. A. (2016). Onyx: A linked data approach to emotion representation. Information Processing & Management, 52(1), 99-114.
|
|
|
|
[6] Westerski, A., Iglesias Fernandez, C. A., & Tapia Rico, F. (2011). Linked opinions: Describing sentiments on the structured web of data.
|