EPFL.4 |
ScienceWISE phase 2 continuation |
| Long Title: | Web-based Interactive Semantic Environment for e-Science - Phase 2 continuation |
| Leading Organization: |
EPF Lausanne |
| Domain: | ELS |
| Status: | finished |
| Start Date: | 01.01.2013 |
| End Date: | 30.04.2013 |
| Project Leader: | A. Boyarsky |
| Website: | http://sciencewise.info |
ScienceWISE - platform for creation of virtual organizations of scientists, working together on a dynamical generation of professional field-specific ontologies - will be further extended with focus on semantic bookmarking and scientific ontology.
(See also Phase 1 and Phase 2)
Goals
The ScienceWISE system allows for collecting, storing and semantic searching of scientific
data and provides a possibility for a community of scientists, working in a specific domain,
to generate dynamically as part of their daily work an interactive semantic environment -
field-specific ontology with direct connections to the text of research papers.
The number of registered users continuously grows. Significant user feedback show that by developing several new,
highly demanded functionalities, user experience can be improved and the existing platform be used
more effectively. Therefore the continuation phase capitalizes on two main elements of the
system: its semantic bookmarking and its scientific ontology:
New Arxiv submissions:
develop an improved
interface, allowing scientists to specify their "scientific interests" (using the ScienceWISE
ontology) and see the daily arXiv submissions reordered accordingly. ScienceWISE system
allows to use the existing ontology and users' bookmark collections to find and automatically
determine the research interests of a user.
DBpedia--ScienceWISE ontology connection:
adjust the structure of the ScienceWISE ontology with that of DBpedia database
to make the relation (export) of DBpedia (and especially of the real-time DBpedia Live content)
to the ScienceWISE as seamless as possible.
Benefit
- better orientation of young scientists and students in large flow of research papers;
- attracting increased number of users which additionally ensures sustainability;
- creation of a new use case to expand and update the ontology.
- DBpedia project is the largest and highly successful community effort of structuring the information presented in Wikipedia. Synchronizing physics part of the ScienceWISE ontology with the DBpedia will allow not only to harvest the physics pages of Wikipedia in the most efficient way - it will also allow to look up "on the fly" information about the new concepts that users enter into the system.
- it will help to eliminate a bootstrap when ScienceWISE will be adapted to the non-physics ontologies (eg. Computer Science, Biology, etc.)
Development
Browsing of new articles
The current interface for browsing the new articles at arXiv.org contains no information about the paper
apart from its title, authors and subject class(es).
Even access to an abstract requires an additional "click". With the growing
number of daily submission and quite broad categorization of the arXiv preprints, it becomes
more and more difficult for scientists to learn about the new interesting works.
The following use-case is planned: Instead a randomly ordered list of papers an interface that reorders
these articles according to the user's preferences will be realized.
The default ranking is deduced based on the most relevant concepts from the collection of
user's bookmarks (and own papers). In addition there will be a separate interface that would
allow scientists to define their interests. The ScienceWISE ontology with its reasoning and relation finding
capabilities will allow to make this selection broad and convenient.
At the next stage along with the browsing capability filtering capabilities will be introduced, similar to the filter on the bookmarking page, but based on the daily listing of preprints, allowing users to see at a glance the main topics of the daily submission listings.
DBPedia-ScienceWISE ontology link
- identify concepts which are the same as in the DBpedia ontology (which contains wikipedia articles brought into a structured RDF format). This will allow to import new relations that are currently present between DBpedia concepts but have no counterparts in the ScienceWISE ontology.
- use DBpedia templates to infer new information about the existing concepts. This will also allow to look up information about new concepts that scientists enter into the ScienceWISE ontology.
- export ScienceWISE ontology into the Linked Open Data comparable format allowing to harvest other research databases and in particular export wikipedia concepts and relations more efficiently.
