Construction of Linked Urban Problem Data with Causal Relations Using Crowdsourcing

Municipalities in Japan have various urban problems such as traffic accidents, illegally parked bicycles, and noise pollution. However, using these data to solve urban problems is difficult, as these data are not structurally managed. Hence, we aim to construct the Linked Data infrastructure that will facilitate the solving of urban problems. In this paper, we propose a method for semi-automatic construction of Linked Data with the causality of urban problems, based on Web pages and open government data. Specifically, we extracted causal relations using natural language processing and crowdsourcing. As a result, Linked Data with causal relations of noise pollution, illegally parked bicycles, and traffic accidents was constructed.

[1]  Jacob Cohen,et al.  The Equivalence of Weighted Kappa and the Intraclass Correlation Coefficient as Measures of Reliability , 1973 .

[2]  Toramatsu Shintani,et al.  Towards Continuous Collaboration on Civic Tech Projects: Use Cases of a Goal Sharing System Based on Linked Open Data , 2015, ePart.

[3]  Jens Lehmann,et al.  LinkedSpending: OpenSpending becomes Linked Open Data , 2015, Semantic Web.

[4]  A. Viera,et al.  Understanding interobserver agreement: the kappa statistic. , 2005, Family medicine.

[5]  Axel Polleres,et al.  Collecting, Integrating, Enriching and Republishing Open City Data as Linked Data , 2015, International Semantic Web Conference.

[6]  Spyros Kotoulas,et al.  QuerioCity: A Linked Data Platform for Urban Information Management , 2012, International Semantic Web Conference.

[7]  Pieter Reitsma,et al.  Educational and Psychological Measurement , 2003 .

[8]  Daniele Braga,et al.  C-SPARQL: SPARQL for continuous querying , 2009, WWW '09.

[9]  Takahiro Kawamura,et al.  Schema Design of Illegally Parked Bicycles LOD , 2016, 2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI).

[10]  Jens Lehmann,et al.  DBpedia: A Nucleus for a Web of Open Data , 2007, ISWC/ASWC.

[11]  Takahiro Kawamura,et al.  Development of Web Service for Japanese Text Triplification , 2016, New Generation Computing.

[12]  Takahiro Kawamura,et al.  Building Urban LOD for Solving Illegally Parked Bicycles in Tokyo , 2016, International Semantic Web Conference.