Search Techniques for the Web of Things: A Taxonomy and Survey
Identifieur interne : 000016 ( Main/Merge ); précédent : 000015; suivant : 000017Search Techniques for the Web of Things: A Taxonomy and Survey
Auteurs : Yuchao Zhou ; Suparna De ; Wei Wang ; Klaus MoessnerSource :
- Sensors (Basel, Switzerland) [ 1424-8220 ] ; 2016.
Abstract
The Web of Things aims to make physical world objects and their data accessible through standard Web technologies to enable intelligent applications and sophisticated data analytics. Due to the amount and heterogeneity of the data, it is challenging to perform data analysis directly; especially when the data is captured from a large number of distributed sources. However, the size and scope of the data can be reduced and narrowed down with search techniques, so that only the most relevant and useful data items are selected according to the application requirements. Search is fundamental to the Web of Things while challenging by nature in this context, e.g., mobility of the objects, opportunistic presence and sensing, continuous data streams with changing spatial and temporal properties, efficient indexing for historical and real time data. The research community has developed numerous techniques and methods to tackle these problems as reported by a large body of literature in the last few years. A comprehensive investigation of the current and past studies is necessary to gain a clear view of the research landscape and to identify promising future directions. This survey reviews the state-of-the-art search methods for the Web of Things, which are classified according to three different viewpoints: basic principles, data/knowledge representation, and contents being searched. Experiences and lessons learned from the existing work and some EU research projects related to Web of Things are discussed, and an outlook to the future research is presented.
Url:
DOI: 10.3390/s16050600
PubMed: 27128918
PubMed Central: 4883291
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Search Techniques for the Web of Things: A Taxonomy and Survey</title><author><name sortKey="Zhou, Yuchao" sort="Zhou, Yuchao" uniqKey="Zhou Y" first="Yuchao" last="Zhou">Yuchao Zhou</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author><author><name sortKey="De, Suparna" sort="De, Suparna" uniqKey="De S" first="Suparna" last="De">Suparna De</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author><author><name sortKey="Wang, Wei" sort="Wang, Wei" uniqKey="Wang W" first="Wei" last="Wang">Wei Wang</name><affiliation><nlm:aff id="af2-sensors-16-00600">Department of Computer Science and Software Engineering, Xi’an Jiaotong-Liverpool University, Ren’ai Road Dushu Lake Higher Education Town SIP, Suzhou 215123, China;<email>Wei.Wang03@xjtlu.edu.cn</email></nlm:aff></affiliation></author><author><name sortKey="Moessner, Klaus" sort="Moessner, Klaus" uniqKey="Moessner K" first="Klaus" last="Moessner">Klaus Moessner</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">27128918</idno><idno type="pmc">4883291</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883291</idno><idno type="RBID">PMC:4883291</idno><idno type="doi">10.3390/s16050600</idno><date when="2016">2016</date><idno type="wicri:Area/Pmc/Corpus">000131</idno><idno type="wicri:Area/Pmc/Curation">000131</idno><idno type="wicri:Area/Pmc/Checkpoint">000014</idno><idno type="wicri:Area/Ncbi/Merge">000728</idno><idno type="wicri:Area/Ncbi/Curation">000728</idno><idno type="wicri:Area/Ncbi/Checkpoint">000728</idno><idno type="wicri:Area/Main/Merge">000016</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Search Techniques for the Web of Things: A Taxonomy and Survey</title><author><name sortKey="Zhou, Yuchao" sort="Zhou, Yuchao" uniqKey="Zhou Y" first="Yuchao" last="Zhou">Yuchao Zhou</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author><author><name sortKey="De, Suparna" sort="De, Suparna" uniqKey="De S" first="Suparna" last="De">Suparna De</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author><author><name sortKey="Wang, Wei" sort="Wang, Wei" uniqKey="Wang W" first="Wei" last="Wang">Wei Wang</name><affiliation><nlm:aff id="af2-sensors-16-00600">Department of Computer Science and Software Engineering, Xi’an Jiaotong-Liverpool University, Ren’ai Road Dushu Lake Higher Education Town SIP, Suzhou 215123, China;<email>Wei.Wang03@xjtlu.edu.cn</email></nlm:aff></affiliation></author><author><name sortKey="Moessner, Klaus" sort="Moessner, Klaus" uniqKey="Moessner K" first="Klaus" last="Moessner">Klaus Moessner</name><affiliation><nlm:aff id="af1-sensors-16-00600">Institute for Communication Systems (ICS), University of Surrey, Guildford GU2 7XH, UK;<email>s.de@surrey.ac.uk</email> (S.D.);<email>k.moessner@surrey.ac.uk</email> (K.M.)</nlm:aff></affiliation></author></analytic><series><title level="j">Sensors (Basel, Switzerland)</title><idno type="eISSN">1424-8220</idno><imprint><date when="2016">2016</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>The Web of Things aims to make physical world objects and their data accessible through standard Web technologies to enable intelligent applications and sophisticated data analytics. Due to the amount and heterogeneity of the data, it is challenging to perform data analysis directly; especially when the data is captured from a large number of distributed sources. However, the size and scope of the data can be reduced and narrowed down with search techniques, so that only the most relevant and useful data items are selected according to the application requirements. Search is fundamental to the Web of Things while challenging by nature in this context, e.g., mobility of the objects, opportunistic presence and sensing, continuous data streams with changing spatial and temporal properties, efficient indexing for historical and real time data. The research community has developed numerous techniques and methods to tackle these problems as reported by a large body of literature in the last few years. A comprehensive investigation of the current and past studies is necessary to gain a clear view of the research landscape and to identify promising future directions. This survey reviews the state-of-the-art search methods for the Web of Things, which are classified according to three different viewpoints: basic principles, data/knowledge representation, and contents being searched. Experiences and lessons learned from the existing work and some EU research projects related to Web of Things are discussed, and an outlook to the future research is presented.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Guinard, D" uniqKey="Guinard D">D. Guinard</name></author><author><name sortKey="Trifa, V" uniqKey="Trifa V">V. Trifa</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Zeng, D" uniqKey="Zeng D">D. Zeng</name></author><author><name sortKey="Guo, S" uniqKey="Guo S">S. Guo</name></author><author><name sortKey="Cheng, Z" uniqKey="Cheng Z">Z. Cheng</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Evans, D" uniqKey="Evans D">D. 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