TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics

Huan Li, Hua Lu, Feichao Shi, Gang Chen, Ke Chen, Lidan Shou

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Resumé

The rapid accumulation of indoor positioning data is increasingly booming the interest in indoor mobility analyses. As a fundamental analysis, it is highly relevant to translate raw indoor positioning data into mobility semantics that describe what, where and when in a more concise and semantics-oriented way. Such a translation is challenging as multiple data sources are involved, raw indoor positioning data is of low quality, and translation results are hard to assess. We demonstrate a system TRIPS that streamlines the entire translation process by three functional components. The Configurator provides a standard but concise means to configure multiple input sources, including the indoor positioning data, indoor space information, and relevant contexts. The Translator cleans the indoor positioning data and exports reliable mobility semantics without manual interventions. The Viewer offers a suite of flexible operations to trace the input, output and intermediate data involved in the translation. Data analysts can interact with TRIPS to obtain the desired mobility semantics in a visual and convenient way.
OriginalsprogEngelsk
TidsskriftProceedings of the VLDB Endowment
Vol/bind11
Udgave nummer12
Sider (fra-til)1918-1921
ISSN2150-8097
DOI
StatusUdgivet - 2018

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Li, Huan ; Lu, Hua ; Shi, Feichao ; Chen, Gang ; Chen, Ke ; Shou, Lidan. / TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. I: Proceedings of the VLDB Endowment. 2018 ; Bind 11, Nr. 12. s. 1918-1921.
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abstract = "The rapid accumulation of indoor positioning data is increasingly booming the interest in indoor mobility analyses. As a fundamental analysis, it is highly relevant to translate raw indoor positioning data into mobility semantics that describe what, where and when in a more concise and semantics-oriented way. Such a translation is challenging as multiple data sources are involved, raw indoor positioning data is of low quality, and translation results are hard to assess. We demonstrate a system TRIPS that streamlines the entire translation process by three functional components. The Configurator provides a standard but concise means to configure multiple input sources, including the indoor positioning data, indoor space information, and relevant contexts. The Translator cleans the indoor positioning data and exports reliable mobility semantics without manual interventions. The Viewer offers a suite of flexible operations to trace the input, output and intermediate data involved in the translation. Data analysts can interact with TRIPS to obtain the desired mobility semantics in a visual and convenient way.",
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TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. / Li, Huan; Lu, Hua; Shi, Feichao; Chen, Gang; Chen, Ke; Shou, Lidan.

I: Proceedings of the VLDB Endowment, Bind 11, Nr. 12, 2018, s. 1918-1921.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

TY - JOUR

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AU - Lu, Hua

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