2020
DOI: 10.12928/telkomnika.v18i2.14886
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Indoor positioning system using BLE beacon to improve knowledge about museum visitors

Abstract: Generally, a museum has many locations and artifacts collection that display for visitors. Museum manager often have difficulty in obtaining information on visitors behavior such as, is there are particular locations/artifacts in the museum that are frequently/rarely visit by museum visitors, how long visitors spend their time in particular locations/artifacts, etc. The purpose of this study is try to build a suitable system in order to improve knowledge about the behavior of museum visitors by identifying the… Show more

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Cited by 8 publications
(4 citation statements)
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“…Research by [60] concludes that beacon references (scanners) can be determined which is more optimal by considering the relationships between beacons in monitoring areas. In addition, some studies use Kalman filtering [22], [27], [30], [31], [33], [35] and k-nearest neighbors (k-NN) [38], [39], [61], [62] to overcome transmission signal fluctuations that affect location calculations to obtain more accurate results.…”
Section: Discussionmentioning
confidence: 99%
“…Research by [60] concludes that beacon references (scanners) can be determined which is more optimal by considering the relationships between beacons in monitoring areas. In addition, some studies use Kalman filtering [22], [27], [30], [31], [33], [35] and k-nearest neighbors (k-NN) [38], [39], [61], [62] to overcome transmission signal fluctuations that affect location calculations to obtain more accurate results.…”
Section: Discussionmentioning
confidence: 99%
“…Varma and Anand [24] proposed IPS system to improve knowledge about museum visitor. BLE beacons are strategically placed throughout the museum.…”
Section: Related Workmentioning
confidence: 99%
“…So when the value of k in KNN is greater, the computation time increases, especially when using the Cityblock and Minkowski space functions. According to Handojo et al [13], visitors can find out where they are in the museum and how long they have spent there. Internal GPS using BLE signals is used for this mapping.…”
Section: Introductionmentioning
confidence: 99%