The role of space and time for knowledge organization on the Semantic Web
Semantic WebPublished 1 January 2010
Krzysztof Janowicz
Citations56
SJR quartileQ2
SJR score0.58
SNIP1.75
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
This paper argues for a unified view combining a spatial, temporal, and thematic component of space and time for knowledge organization, representation, and reasoning on the Semantic Web.
Abstract
Space and time have not received much attention on the Semantic Web so far. While their importance has been recognized recently, existing work reduces them to simple latitude-longitude pairs and time stamps. In contrast, we argue that space and time
Keywords
Computer ScienceSocial Sciences
Metaphors We Live By
16,514 Citations2003George Lakoff, Mark L. Johnson
Economic GeographyA Computer Movie Simulating Urban Growth in the Detroit Region
9,591 Citations1970Waldo Tobler
The Body in the Mind
6,350 Citations1987Mark H. Johnson
GeoJournalCitizens as sensors: the world of volunteered geography
4,452 Citations2007Michael F. Goodchild
This paper compares this new phenomenon to more traditional citizen science and the role of the amateur in geographic observation, and examines associated issues: what drives people to do this, how accurate are the results, will they threaten individual privacy, and how can they augment more conventional sources.
Biological ConservationComparative biodiversity of rivers, streams, ditches and ponds in an agricultural landscape in Southern England
881 Citations2003Penny Williams, Mericia Whitfield +5 more
Language and Cognitive ProcessesSituated simulation in the human conceptual system
864 Citations2003Lawrence W. Barsalou
Semantic Web for the Working Ontologist: Effective Modeling in RDFS and OWL
620 Citations2011Dean Allemang, James Hendler
Semantic Web for the Working Ontologist is the essential, comprehensive resource on semantic modeling, for practitioners in health care, artificial intelligence, finance, engineering, military intelligence, enterprise architecture, and more.
Knowledge and Information SystemsOntology Evolution: Not the Same as Schema Evolution
522 Citations2004Natalya F. Noy, Michel Klein
Differences between database-schema evolution and ontology evolution will allow us to build on the extensive research in schema evolution, but there are also important differences between database schemas and ontologies.
Oxford University Press eBooksInformation Foraging Theory
486 Citations2007Peter Pirolli
Information Foraging Theory (IFT) is a new theory in Adaptive Information Interaction that is one example of a recent flourish of theories in adaptationist psychology that draw upon evolutionary-ecological theory in biology.
Behavioral and Brain Sciencescoordinating perceptually grounded categories through language: a case study for colour
446 Citations2005Luc Steels, Tony Belpaeme
A number of models are proposed to examine through which mechanisms a population of autonomous agents could arrive at a repertoire of perceptually grounded categories that is sufficiently shared to allow successful communication.
Journal of Artificial Intelligence ResearchModular Reuse of Ontologies: Theory and Practice
408 Citations2008Bernardo Cuenca Grau, Ian Horrocks +2 more
This paper introduces the notions of conservative extension, safety and module for a very general class of logic-based ontology languages, and provides the notion of a safety class, which characterizes any sufficient condition for safety, and identifies a family of safety classes-called locality--which enjoys a collection of desirable properties.
Lecture notes in computer scienceC-OWL: Contextualizing Ontologies
361 Citations2003Paolo Bouquet, Fausto Giunchiglia +3 more
CogPrints (Cogprints)Formalizing Context (Expanded Notes)
256 Citations1994John McCarthy, Saša Buvač
These notes discuss formalizing contexts as first class objects, which seems necessary to provide AI programs using logic with certain capabilities that human fact representation and human reasoning possess.
Spatial Cognition and ComputationWhere's Downtown?: Behavioral Methods for Determining Referents of Vague Spatial Queries
225 Citations2003Daniel R. Montello, Michael F. Goodchild +2 more
A study of the empirical determination of downtown Santa Barbara is presented and behavioral-science methods for determining the referents of vague spatial terms, particularly vague regions are discussed.
Computing least common subsumers in description logics
150 Citations1992William W. Cohen, Alex Borgida +1 more
This paper introduces a new operation for description logics: computing the "least common subsumer" of a pair of descriptions, which computes the largest set of commonalities between two descriptions.
Lecture notes in computer scienceContexts for the Semantic Web
140 Citations2004Ramanathan V. Guha, Rob McCool +1 more
Some of the problems with aggregating independently published data are reported and a context mechanism to handle some of these problems is proposed and presented, which is adequate to handle the aggregation tasks, yet simple from both computational and model theoretic perspectives.
Ecological PsychologyToward an Ecological Theory of Concepts
136 Citations2008Liane Gabora, Eleanor Rosch +1 more
The rationale for applying generalizations of formalisms originally developed for use in quantum mechanics to the modeling of concepts is outlined, showing how it is because of the role of context that deep structural similarities exist between the two.
Psychology Press eBooksThe World in Your Head
101 Citations2003Steven Lehar
This book discusses the Computational Mechanism of Perception, Image Theory of Language and Cognition, and Motor Control and Field Theory, as well as the Dimensions of Conscious Experience.
Lecture notes in computer scienceToward a theoretical framework for geographic entity types
89 Citations1993David Mark
The central role played by categories in human cognition, and the relationships between categories and words of natural language are reviewed, as well as the nature of geographical entity types as cognitive categories.
Lecture notes in computer scienceAn Image-Schematic Account of Spatial Categories
85 Citations2007W. Kühn
The hypothesis explored here is that image schemas (such as LINK, CONTAINer, SUPPORT, and PATH) capture abstractions that are essential to model affordances and, by implication, categories.
An Introduction to Scientific Research Methods in Geography
76 Citations2006Daniel R. Montello, Paul C. Sutton
This chapter discusses data collection techniques, methodology, and ethics in the context of geography and environmental studies.
Data Archiving and Networked Services (DANS)When owl:sameAs isn't the Same: An Analysis of Identity Links on the Semantic Web
74 Citations2010Harry Halpin, Patrick J. Hayes
Four alternative readings of owl:sameAs are outlined, showing with examples how it is being (ab)used on the Web of data, and possible solutions are presented by introducing alternative identity links that rely on named graphs.
Lecture notes in computer scienceSIM-DLA: A Novel Semantic Similarity Measure for Description Logics Reducing Inter-concept to Inter-instance Similarity
50 Citations2009Krzysztof Janowicz, Marc Wilkes
This paper presents an approach to reduce inter-concept to inter-instance similarity and thereby avoid the canonization problem of structural measures, called SIM-DLA, which reuses existing similarity functions such as co-occurrence or network measures from the authors' previous SIM-DL measure.
Lecture notes in computer scienceGrounding Geographic Categories in the Meaningful Environment
41 Citations2009Simon Scheider, Krzysztof Janowicz +1 more
This work argues that human or technical sensors implement semantic datums, and secondly that primitive symbols are definable from the meaningful environment, a formalized quality space established through such sensors.
Frontiers in artificial intelligence and applicationsAn Ontology for Grounding Vague Geographic Terms
39 Citations2008Brandon Bennett, David Mallenby +1 more
This work presents a means of defining vague terms using standpoint semantics, a refinement of the philosophical idea of supervaluation semantics, which can be grounded in actual data by geometric analysis and segmentation of the data set.
Spatial Cognition and ComputationExperiments to Examine the Situated Nature of Geoscientific Concepts
30 Citations2007Boyan Brodaric, Mark Gahegan
Differences found between and within individuals' data for three map concepts provide strong support for the idea that the concepts are variably influenced by data, theory, and natural and human situations, and suggest two implications for domain ontologies.
Semantic WebDigital heritage: Semantic challenges of long-term preservation
20 Citations2010Christoph Schlieder
It is argued that a period of 100 years constitutes an appropriate temporal frame of reference for addressing the problem of semantic ageing and ongoing format migration constitutes currently the best option for temporal scaling at the semantic level.
Semantic WebThe Semantic Web needs more cognition
20 Citations2010Martin Raubal, Benjamin Adams
It is argued that by accounting for people's reasoning mechanisms and cognitive representations, the usefulness of information coming from the Semantic Web will be enhanced and the utilization and integration of conceptual spaces is proposed as a knowledge representation that affords two important human cognitive mechanisms.
Giving Meaning to GI Web Service Descriptions
19 Citations2004Florian Probst, Michael Lutz
This work identifies three types of problems that can result from such semantically heterogeneous descriptions during service composition and presents a three level architecture for a Semantic Reference System for semantically annotating symbols, referencing symbols to concepts and semantically grounding these concepts.
Frontiers in artificial intelligence and applicationsConstructing Bodies and their Qualities from Observations
16 Citations2010Scheider Simon, Florian Probst +1 more
This paper suggests to introduce formal primitives which are directly grounded in inter-subjective experience, and which serve to expose and construct complex qualities in information ontologies.
Lecture notes in computer scienceRepresenting Concepts in Time
16 Citations2008Martin Raubal
An algebraic model for representing dynamic conceptual structures is proposed, which integrates two theories from geography and cognitive science, i.e., time geography and conceptual spaces, and serves as a foundation for querying the structure of concepts at a specific point in time or for a time interval.
Lecture notes in computer scienceMicrotheories for Spatial Data Infrastructures - Accounting for Diversity of Local Conceptualizations at a Global Level
16 Citations2010Stephanie Duce, Krzysztof Janowicz
This work proposes the use of microtheories for Spatial Data Infrastructures, such as INSPIRE, to account for the diversity of local conceptualizations while maintaining their semantic interoperability at a global level and introduces a novel methodology to structure ontologies by spatial and temporal aspects.
Frontiers in artificial intelligence and applicationsSimilarity as a Quality Indicator in Ontology Engineering
13 Citations2008Krzysztof Janowicz, Maué Patrick +6 more
This paper investigates the role of semantic similarity as a quality indicator and proposes an approach that allows for a qualitative estimation whether the domain experts' initial conceptualization is reflected by the developed ontology and whether it fits the users' application area.
