Towards automated knowledge-based mapping between individual conceptualisations to empower personalisation of Geospatial Semantic Web

Geospatial domain is characterised by vagueness, especially in the semantic disambiguation of the concepts in the domain, which makes defining universally accepted geo- ontology an onerous task. This is compounded by the lack of appropriate methods and techniques where the individual semantic conceptualisations can be captured and compared to each other. With multiple user conceptualisations, efforts towards a reliable Geospatial Semantic Web, therefore, require personalisation where user diversity can be incorporated. The work presented in this paper is part of our ongoing research on applying commonsense reasoning to elicit and maintain models that represent users' conceptualisations. Such user models will enable taking into account the users' perspective of the real world and will empower personalisation algorithms for the Semantic Web. Intelligent information processing over the Semantic Web can be achieved if different conceptualisations can be integrated in a semantic environment and mismatches between different conceptualisations can be outlined. In this paper, a formal approach for detecting mismatches between a user's and an expert's conceptual model is outlined. The formalisation is used as the basis to develop algorithms to compare models defined in OWL. The algorithms are illustrated in a geographical domain using concepts from the SPACE ontology developed as part of the SWEET suite of ontologies for the Semantic Web by NASA, and are evaluated by comparing test cases of possible user misconceptions

A multi-INT semantic reasoning framework for intelligence analysis support

Lockheed Martin Corp. has funded research to generate a framework and methodology for developing semantic reasoning applications to support the discipline oflntelligence Analysis. This chapter outlines that framework, discusses how it may be used to advance the information sharing and integrated analytic needs of the Intelligence Community, and suggests a system I software architecture for such applications

A Survey of Volunteered Open Geo-Knowledge Bases in the Semantic Web

Over the past decade, rapid advances in web technologies, coupled with innovative models of spatial data collection and consumption, have generated a robust growth in geo-referenced information, resulting in spatial information overload. Increasing 'geographic intelligence' in traditional text-based information retrieval has become a prominent approach to respond to this issue and to fulfill users' spatial information needs. Numerous efforts in the Semantic Geospatial Web, Volunteered Geographic Information (VGI), and the Linking Open Data initiative have converged in a constellation of open knowledge bases, freely available online. In this article, we survey these open knowledge bases, focusing on their geospatial dimension. Particular attention is devoted to the crucial issue of the quality of geo-knowledge bases, as well as of crowdsourced data. A new knowledge base, the OpenStreetMap Semantic Network, is outlined as our contribution to this area. Research directions in information integration and Geographic Information Retrieval (GIR) are then reviewed, with a critical discussion of their current limitations and future prospects

Coping with lists in the ifcOWL ontology

Over the past few years, several suggestions have been made of how to convert an EXPRESS schema into an OWL ontology. The conversion from EXPRESS to OWL is of particular use to architectural design and construction industry, because one of the key data models in architectural design and construction industry, namely the Industry Foundation Classes (IFC) is represented using the EXPRESS information modelling language. In each of these conversion options, the way in which lists are converted (e.g. lists of coordinates, lists of spaces in a floor) is key to the structure and eventual strength of the resulting ontology. In this article, we outline and discuss the main decisions that can be made in converting LIST concepts in EXPRESS to equivalent OWL expressions. This allows one to identify which conversion option is appropriate to support proper and efficient information reuse in the domain of architecture and construction

Katalog metapodataka u prostornim informacijskim sustavima

This paper gives the short review of the Open Geospatial Consortium (OGC) metadata catalogue services that have the key role in geospatial resource discovery in Spatial Data Infrastructures (SDI). The notion of Spatial Data Infrastructure comprises a collection of technologies, policies and institutional agreements that provide an easier access to geospatial data. The SDI is suitable for usage in geospatial data discovery, evaluation, and also various applications within government, commercial and non-profit sectors, academic institutions, etc. Metadata catalogue services have been specified in OGC Catalogue Service Implementation Specification. The part of the specification that specifies a web interface that supports the storage, retrieval, and management of data related to web services, is called Catalogue Service for the Web (CSW). Metadata catalogues are service brokers that represent a key component in a service-oriented architecture that manages shared resources and facilitates the discovery of resources within an open, distributed system. OGC services have gained significant popularity in recent years and the number of organizations using them has increased. However, the full potential of metadata catalogues has not yet been reached, not only because of the lack of appropriate documentation of data in the form of standardized metadata, but because the lack of semantics of the data. The analysis of the usage of metadata catalogue services in geodetic information systems has been given and the proposal for a possible solution for improvement has been made.U radu je prikazan kratki pregled usluga kataloga metapodataka Otvorenoga geoprostornog konzorcija (OGC) koji ima ključnu ulogu u otkrivanju geoprostornih izvora informacija u Prostornoj infrastrukturi podataka (SDI). Pojam Prostorne infrastrukture podataka obuhvaća skup tehnologija, strategija i institucionalnih sporazuma koji osiguravaju lakši pristup geoprostornim podacima. SDI je pogodan za upotrebu pri otkrivanju geoprostornih podataka, evaluaciji, kao i različitim primjenama unutar vladinog, komercijalnog i neprofitabilnog sektora, akademskih institucija, itd. Usluge kataloga metapodataka specificirane su u OGC Specifikaciji ostvarivanja usluga kataloga. Dio specifikacije koji se odnosi na web-sučelje koje podržava pohranu, učitavanje i upravljanje podacima koji se odnose na web-servise naziva se Kataloški servis za web (CSW). Katalozi metapodataka su agenti za usluge koji predstavljaju ključnu komponentu u arhitekturi namijenjenoj uslugama, a koja upravlja zajedničkim izvorima i olakšava otkrivanje izvora unutar otvorenoga distribuiranog sustava. OGC usluge stekle su značajnu popularnost u proteklim godinama, a broj organizacija koje ih koriste se povećao. Međutim, puni potencijal kataloga metapodataka još nije dostignut, ne samo zbog nedostatka odgovarajuće dokumentacije podataka u obliku standardiziranih metapodataka, već i zbog nedostatka semantike podataka. Napravljena je analiza korištenja usluga kataloga metapodataka u geodetskim informacijskim sustavima te je dan prijedlog za moguća rješenja u svrhu poboljšanja

Katalog metapodataka u prostornim informacijskim sustavima

This paper gives the short review of the Open Geospatial Consortium (OGC) metadata catalogue services that have the key role in geospatial resource discovery in Spatial Data Infrastructures (SDI). The notion of Spatial Data Infrastructure comprises a collection of technologies, policies and institutional agreements that provide an easier access to geospatial data. The SDI is suitable for usage in geospatial data discovery, evaluation, and also various applications within government, commercial and non-profit sectors, academic institutions, etc. Metadata catalogue services have been specified in OGC Catalogue Service Implementation Specification. The part of the specification that specifies a web interface that supports the storage, retrieval, and management of data related to web services, is called Catalogue Service for the Web (CSW). Metadata catalogues are service brokers that represent a key component in a service-oriented architecture that manages shared resources and facilitates the discovery of resources within an open, distributed system. OGC services have gained significant popularity in recent years and the number of organizations using them has increased. However, the full potential of metadata catalogues has not yet been reached, not only because of the lack of appropriate documentation of data in the form of standardized metadata, but because the lack of semantics of the data. The analysis of the usage of metadata catalogue services in geodetic information systems has been given and the proposal for a possible solution for improvement has been made.U radu je prikazan kratki pregled usluga kataloga metapodataka Otvorenoga geoprostornog konzorcija (OGC) koji ima ključnu ulogu u otkrivanju geoprostornih izvora informacija u Prostornoj infrastrukturi podataka (SDI). Pojam Prostorne infrastrukture podataka obuhvaća skup tehnologija, strategija i institucionalnih sporazuma koji osiguravaju lakši pristup geoprostornim podacima. SDI je pogodan za upotrebu pri otkrivanju geoprostornih podataka, evaluaciji, kao i različitim primjenama unutar vladinog, komercijalnog i neprofitabilnog sektora, akademskih institucija, itd. Usluge kataloga metapodataka specificirane su u OGC Specifikaciji ostvarivanja usluga kataloga. Dio specifikacije koji se odnosi na web-sučelje koje podržava pohranu, učitavanje i upravljanje podacima koji se odnose na web-servise naziva se Kataloški servis za web (CSW). Katalozi metapodataka su agenti za usluge koji predstavljaju ključnu komponentu u arhitekturi namijenjenoj uslugama, a koja upravlja zajedničkim izvorima i olakšava otkrivanje izvora unutar otvorenoga distribuiranog sustava. OGC usluge stekle su značajnu popularnost u proteklim godinama, a broj organizacija koje ih koriste se povećao. Međutim, puni potencijal kataloga metapodataka još nije dostignut, ne samo zbog nedostatka odgovarajuće dokumentacije podataka u obliku standardiziranih metapodataka, već i zbog nedostatka semantike podataka. Napravljena je analiza korištenja usluga kataloga metapodataka u geodetskim informacijskim sustavima te je dan prijedlog za moguća rješenja u svrhu poboljšanja

An Enhanced Spatial Reasoning Ontology for Maritime Anomaly Detection

International audienceAlthough originally conceived as a conceptual object for modelling knowledge, current ontologies do not make it possible to manipulate spatial knowledge. However, spatial knowledge is an essential component of any modelling specification. This problem provided the motivation for the creation of an expert system driven by an ontology. The system enables experts in the maritime domain to characterise abnormal ship behaviour based on formal semantic properties. Users are able to specify and execute spatial rules that are directly integrated into the ontology and a map interface linked to the ontology displays the results of the inferences obtained

Conservation GIS: Ontology and spatial reasoning for commonsense knowledge.

Dissertation submitted in partial fulfilment of the requirements for the Degree of Master of Science in Geospatial Technologies.Geographic information available from multiple sources are moving beyond their local context and widening the semantic difference. The major challenge emerged with ubiquity of geographic information, evolving geospatial technology and location-aware service is to deal with the semantic interoperability. Although the use of ontology aims at capturing shared conceptualization of geospatial information, human perception of world view is not adequately addressed in geospatial ontology. This study proposes ‘Conservation GIS Ontology’ that comprises spatial knowledge of non-expert conservationists in the context of Chitwan National Park, Nepal. The discussion is presented in four parts: exploration of commonsense spatial knowledge about conservation; development of conceptual ontology to conceptualize domain knowledge; formal representation of conceptualization in Web Ontology Language (OWL); and quality assessment of the ontology development tasks. Elicitation of commonsense spatial knowledge is performed with the notion of cognitive view of semantic. Emphasis is given to investigate the observation of wildlife movement and habitat change scenarios. Conceptualization is carried out by providing the foundation of the top-level ontology- ‘DOLCE’ and geospatial ontologies. Protégé 4.1 ontology editor is employed for ontology engineering tasks. Quality assessment is accomplished based on the intrinsic approach of ontology evaluation.(...