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A Geo-ontology Design Pattern for Semantic Trajectories [chapter]

Yingjie Hu, Krzysztof Janowicz, David Carral, Simon Scheider, Werner Kuhn, Gary Berg-Cross, Pascal Hitzler, Mike Dean, Dave Kolas
2013 Lecture Notes in Computer Science  
In this paper, we introduce such an ontology design pattern for semantic trajectories. It was developed as a community effort across multiple disciplines and in a data-driven fashion.  ...  Ontology design patterns are an increasingly popular approach to define such flexible and self-contained building blocks of annotations.  ...  Acknowledgements This work is a collaborative outcome of the GeoVoCampDayton2012 9 .  ... 
doi:10.1007/978-3-319-01790-7_24 fatcat:3vwkuro4fnbkhpyre4soox5ejy

Design Patterns for Modelling Life Trajectories in the Semantic Web [chapter]

David Noël, Marlène Villanova-Oliver, Jérôme Gensel, Pierre Le Quéau
2017 Lecture Notes in Computer Science  
In this paper, we propose ontological design patterns that i) allow modelling multiple spatial or aspatial trajectories and ii) include explanatory factors for a better understanding of trajectory events  ...  Most of the existing approaches for trajectory modelling propose to enrich structured spatiotemporal trajectories with semantics.  ...  Acknowledgment We would like to thank the Auvergne-Rhône-Alpes Region Council for his support (D. Noël PhD Grant).  ... 
doi:10.1007/978-3-319-55998-8_4 fatcat:xwwjddvmbjhmfempv3c7d3qklq

A Geo-semantics Flyby [chapter]

Krzysztof Janowicz, Simon Scheider, Benjamin Adams
2013 Lecture Notes in Computer Science  
This makes ontologies, semantic annotations, and reasoning support essential ingredients towards a Geospatial Semantic Web.  ...  Geospatial semantics as a research field studies how to publish, retrieve, reuse, and integrate geo-data, how to describe geo-data by conceptual models, and how to develop formal specifications on top  ...  For example, imagine a geo-semantics informed location-based service that is designed to give wayfinding instructions.  ... 
doi:10.1007/978-3-642-39784-4_6 fatcat:gtbsy52rrzgohg4j3agykxtr5i

Moving Object Trajectories Meta-Model and Spatio-Temporal Queries

Azedine Boulmakoul
2012 International Journal of Database Management Systems  
as well as an efficient answer for a wide range of complex trajectory queries.  ...  Our proposed meta-model is based on ontology and event approach, incorporates existing presentations of trajectory and integrates new patterns like space-time path to describe activities in geographical  ...  Furthermore, the current trajectory design pattern models trajectory just from the semantic point of view (as sequence of stops and moves).  ... 
doi:10.5121/ijdms.2012.4203 fatcat:y5ikhlsfvjeitpnhtid2oyltwm

Querying and integrating spatial–temporal information on the Web of Data via time geography

Carsten Keßler, Carson J.Q. Farmer
2015 Journal of Web Semantics  
We formalize the concept of the space-time prism as an ontology design pattern to use as a framework for understanding and representing constraints and interactions between entities in space and time.  ...  The Web of Data is a rapidly growing collection of datasets from a wide range of domains, many of which have spatial-temporal aspects.  ...  [19] have built upon the notion of annotated trajectories by defining a formal ontology design pattern for semantic trajectories that is directly applicable to a variety of trajectory datasets and easily  ... 
doi:10.1016/j.websem.2015.09.005 fatcat:2lkdnbbyergazjnlkujwonea6q

Semantic-based Anomalous Pattern Discovery in Moving Object Trajectories [article]

Elena Camossi, Paola Villa, Luca Mazzola
2013 arXiv   pre-print
In this work, we investigate a novel semantic approach for pattern discovery in trajectories that, relying on ontologies, enhances object movement information with event semantics.  ...  In particular, the joint use of Pellet and SPARQL-DL enables to detect the trajectories following a given pattern in a reasonable time with big size datasets.  ...  For the specific task of visualizing the Geo-Spatial data enriched with temporal information -which Semantic Trajectories is a subtype-a recent review from Andrienko et al.  ... 
arXiv:1305.1946v1 fatcat:ew73vsohjbh47b7egfivcachca

Geospatial semantics and linked spatiotemporal data – Past, present, and future

Krzysztof Janowicz, Simon Scheider, Todd Pehle, Glen Hart
2012 Semantic Web Journal  
For these reasons, geospatial semantics, geo-ontologies, and semantic interoperability have been active research areas over the last 20 years.  ...  The Geosciences and Geography are not just yet another application area for semantic technologies.  ...  Thus, they can be used for designing core concepts in geospatial ontologies [66] . Lynch's urban patterns [75] and Alexander's design patterns [6] may be seen from a similar angle.  ... 
doi:10.3233/sw-2012-0077 fatcat:zofsat7qefbcbcmdpfw6hurapi

Using Ontology Based Semantic Association Rule Mining in Location Based Services

Ali Mousavi, Andrew Hunter, Mohammad Akbari
2016 International Journal of Data Mining & Knowledge Management Process  
This paper proposes a methodology to understand mobility data and semantically interpret trajectory patterns.  ...  The techniques are good at extracting patterns, but they are hard to interpret in a specific application domain.  ...  In this part, a conceptual data model is defined and based on that, a semantic trajectory ontology model is designed. Then the ontology concepts are mapped to the users' trajectory data.  ... 
doi:10.5121/ijdkp.2016.6501 fatcat:mfhhcreawvejvba3rebzjipumy

A Taxi Trajectory and Social Media Data Management Platform for Tourist Behavior Analysis

Pattama Krataithong, Chutiporn Anutariya, Marut Buranarach
2022 Sustainability  
This knowledge base is constructed through the extension of semantic trajectory ontology (STO) and mobility behavior ontology (MBO).  ...  Thus, we could precisely identify tourist movement during various periods, determine popular destinations/zones, discover high density density of taxi destination points for a given trajectory type, and  ...  Geo-Ontology [14] is an ontology design pattern, used for modeling concepts and properties of semantic trajectory and related data.  ... 
doi:10.3390/su14084677 fatcat:qdtbnjgbgje6zcfonj672yg3j4

Linked Open Data in Location-Based Recommendation System on Tourism Domain: a survey

Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu
2020 IEEE Access  
Linked open data is a relatively new topic area with great potential in a wide range of fields.  ...  Last, we also guide the possible future research direction for the linked open data in location-based recommendations on tourism.  ...  Cao and Nguyen [183] presented a novel semantic algorithm for a travel itinerary recommendation system. Ontology was collected from linked data for filtering semantic of the user interests.  ... 
doi:10.1109/access.2020.2967120 fatcat:yqwkrko6mzfw5e5kckfaxbxzju

The GeoLink Modular Oceanography Ontology [chapter]

Adila Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, Douglas Fils, Timothy Finin, Peng Ji, Matthew Jones (+9 others)
2015 Lecture Notes in Computer Science  
In this paper, we report on the GeoLink modular ontology, which consists of an interlinked collection of ontology design patterns engineered as the result of a collaborative modeling effort.  ...  GeoLink is one of the building block projects within Earth-Cube, a major effort of the National Science Foundation to establish a next-generation knowledge infrastructure for geosciences.  ...  for Data Sharing and Discovery in the Geosciences."  ... 
doi:10.1007/978-3-319-25010-6_19 fatcat:pvbgcrqfmrezhjrrwjfjfhkqoi

A Hybrid Model and Computing Platform for Spatio-semantic Trajectories [chapter]

Zhixian Yan, Christine Parent, Stefano Spaccapietra, Dipanjan Chakraborty
2010 Lecture Notes in Computer Science  
The core contribution of this paper lies in presenting a Hybrid Model and a Computing Platform for developing a semantic overlay -analyzing and transforming raw mobility data (GPS) to meaningful semantic  ...  abstractions, starting from raw feeds to semantic trajectories.  ...  In addition, reasoning has been applied to mobility data: Yan et al. design ontologies for conjunctive query processing over trajectory-related knowledge [19] ; Wessel et al.  ... 
doi:10.1007/978-3-642-13486-9_5 fatcat:wacna7rgbrc5zfqha3ozz27sia

Modeling and Querying Moving Objects with Social Relationships

Hengcai Zhang, Feng Lu, Jianqiu Xu
2016 ISPRS International Journal of Geo-Information  
This paper combines moving-object database and social network systems and presents a novel data model called Geo-Social-Moving (GSM) that enables the unified management of trajectories, underlying geographical  ...  A bulk of user-defined data types and corresponding operators are also proposed to facilitate geo-social queries on moving objects.  ...  In addition, data models for semantic trajectories based on ontology have been presented. For instance, Hu et al. proposed an ontology design pattern for semantic trajectories [61] .  ... 
doi:10.3390/ijgi5070121 fatcat:jvlypenlv5fh3oz4ylyuvlbdhy

A Review of Geospatial Semantic Information Modeling and Elicitation Approaches

Margarita Kokla, Eric Guilbert
2020 ISPRS International Journal of Geo-Information  
These processes focus on eliciting a structured representation of information in various forms such as: semantic metadata, links to ontology concepts, a collection of topics, etc.  ...  It discusses the problems and the challenges faced, highlights the types of semantic information formalized and extracted, as well as the methodologies and tools used, and identifies directions for future  ...  The ODP provides a pattern for designing lightweight ontologies that can be integrated into larger ontologies.  ... 
doi:10.3390/ijgi9030146 fatcat:e46jighegjhbzfy55u2alfb6um

A Framework Uniting Ontology-Based Geodata Integration and Geovisual Analytics

Linfang Ding, Guohui Xiao, Diego Calvanese, Liqiu Meng
2020 ISPRS International Journal of Geo-Information  
ontology; (2) a geovisual analytics (GeoVA) module, designed for the exploration of the integrated data, by explicitly making use of standard ontologies.  ...  We test our framework in a scenario for the investigation of the spatiotemporal patterns of meteorological and traffic data from several open data sources.  ...  With the pervasive usage of location positioning and communication technologies, huge amounts of geospatial data are collected on a daily basis, for instance, movement trajectories, geo-tagged social media  ... 
doi:10.3390/ijgi9080474 fatcat:l64aa3n3cnde3insjmvsejetta
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