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{
"paper_id": "O14-1021",
"header": {
"generated_with": "S2ORC 1.0.0",
"date_generated": "2023-01-19T08:04:14.964509Z"
},
"title": "Web-Based Recording and Visualization Framework for Moving Trajectories",
"authors": [
{
"first": "Po-An",
"middle": [],
"last": "Yang",
"suffix": "",
"affiliation": {
"laboratory": "",
"institution": "Information Engineering National Cheng Kung University Tainan",
"location": {
"country": "Taiwan, R.O.C"
}
},
"email": ""
},
{
"first": "Lijung",
"middle": [],
"last": "Chi",
"suffix": "",
"affiliation": {
"laboratory": "",
"institution": "Information Engineering National Cheng Kung University Tainan",
"location": {
"country": "Taiwan, R.O.C"
}
},
"email": ""
},
{
"first": "Kun-Ta",
"middle": [],
"last": "Chuang",
"suffix": "",
"affiliation": {
"laboratory": "",
"institution": "Information Engineering National Cheng Kung University Tainan",
"location": {
"country": "Taiwan, R.O.C"
}
},
"email": "ktchuang@mail.ncku.edu.tw"
},
{
"first": "Seth",
"middle": [],
"last": "Chen",
"suffix": "",
"affiliation": {},
"email": ""
},
{
"first": "Jonathan",
"middle": [],
"last": "Tsai",
"suffix": "",
"affiliation": {},
"email": "jonathan@iii.org.tw"
},
{
"first": "Yung-Chung",
"middle": [],
"last": "Ku",
"suffix": "",
"affiliation": {},
"email": ""
}
],
"year": "",
"venue": null,
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"abstract": "",
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"section": "Introduction",
"sec_num": "1."
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{
"text": "My Tracks: https://play.google.com/store/apps/details?id=com.google.android.maps.mytracks4 Kml \u8f49\u63db\u5668: http://kml-parse.herokuapp.com/kmz/",
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"text": "The authors especially thank the Taiwan Ministry of Economic Affairs and Institute for Information Industry for financially supporting this research : \"Plan title : Fundamental Industrial Technology Development Program (2/4)\".",
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"section": "Acknowledgments",
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"title": "Human -Activity Tracker: track walking, running, and biking",
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"year": null,
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"raw_text": "\"Human -Activity Tracker: track walking, running, and biking.\" Available: http://human.co/.",
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"ref_id": "b3",
"title": "GitHub Pages",
"authors": [],
"year": 2014,
"venue": "",
"volume": "15",
"issue": "",
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"raw_text": "\"GitHub Pages,\" 15-Aug-2014. Available: https://pages.github.com/.",
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"ref_id": "b4",
"title": "Firebase -Build Realtime Apps",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
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"raw_text": "\"Firebase -Build Realtime Apps.\" Available: https://www.firebase.com/.",
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},
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"title": "OpenStreetMap",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "\"OpenStreetMap.\" Available: http://www.openstreetmap.org/#map=5/51.509/-0.088.",
"links": null
},
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"ref_id": "b6",
"title": "Leaflet -an open-source JavaScript library for interactive maps",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
"urls": [],
"raw_text": "\"Leaflet -an open-source JavaScript library for interactive maps.\" Available: http://leafletjs.com/.",
"links": null
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"BIBREF8": {
"ref_id": "b8",
"title": "World Wide Web Consortium (W3C)",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
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"raw_text": "\"World Wide Web Consortium (W3C).\" Available: http://www.w3.org/.",
"links": null
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"title": "PhoneGap | Home",
"authors": [],
"year": null,
"venue": "",
"volume": "",
"issue": "",
"pages": "",
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"num": null,
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"raw_text": "\"PhoneGap | Home.\" Available: http://phonegap.com/.",
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"title": "GitHub",
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"venue": "makinacorpus/Leaflet.TextPath",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
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"raw_text": "\"makinacorpus/Leaflet.TextPath,\" GitHub. Available: https://github.com/makinacorpus/Leaflet.TextPath.",
"links": null
},
"BIBREF13": {
"ref_id": "b13",
"title": "Nike Running",
"authors": [],
"year": null,
"venue": "Nike.com. Available",
"volume": "",
"issue": "",
"pages": "",
"other_ids": {},
"num": null,
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"raw_text": "\"Nike Running,\" Nike.com. Available: http://www.nike.com/tw/zh_tw/c/running.",
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[12]\uff0c\u9ede\u64ca\u8def\u5f91\u6642\uff0c\u6703\u5f48\u51fa\u4e00\u500b\u5c0d\u8a71 \u5206\u6790\u52d5\u4f5c\uff0c\u6211\u5011\u9810\u671f\u80fd\u986f\u8457\u7684\u63d0\u9ad8\u61c9\u7528\u670d\u52d9\u7684\u7cbe\u6e96\u5ea6\u3002</td></tr><tr><td>\u63d0\u51fa\u6211\u5011\u5c0d\u672a\u4f86 LBS \u61c9\u7528\u8da8\u52e2\u7684\u770b\u6cd5\u3002 \u7576\u4f7f\u7528\u8005\u53d6\u5f97 UUID \u4e26\u4e14\u540c\u610f\u8b93\u7db2\u7ad9\u53d6\u5f97\u4f4d\u7f6e\u8cc7\u6599\u5f8c\uff0c\u6211\u5011\u5c07\u6703\u5728\u5730\u5716\u4e0a\u6a19\u793a\u51fa\u4f7f\u7528\u8005\u7684 \u65b9\u6848\uff0c\u4e5f\u80fd\u64c1\u6709 5GB \u7684\u6d41\u91cf\u53ca 100GB \u7684\u5132\u5b58\u7a7a\u9593\uff0c\u9019\u9805\u670d\u52d9\u6700\u597d\u7684\u5730\u65b9\u5c31\u662f\uff0c\u5c07\u8cc7\u6599 \u6846\uff0c\u544a\u8a34\u4f7f\u7528\u8005\u8def\u5f91\u7de8\u865f\uff0c\u800c\u5c0d\u8a71\u6846\u4e5f\u662f Leaflet \u672c\u8eab\u7684 API\u3002</td></tr><tr><td>\u4f4d\u7f6e\uff0c\u5982\u4e0b\u5716(\u4e8c)\u3002\u5982\u679c\u9ede\u9078\u4e86 GPS Information \u5247\u6703\u986f\u793a\u73fe\u5728\u7684\u7d93\u7def\u5ea6\u3001\u79fb\u52d5\u901f\u5ea6\u3001\u4f4d\u7f6e \u5b58\u53d6\u548c\u8cc7\u6599\u8f49\u63db\u5728\u55ae\u4e00\u7cfb\u7d71\u5167\u5408\u4f75\uff0c\u4ee5\u524d\uff0c\u8cc7\u6599\u50b3\u9001\u548c\u5b58\u53d6\u539f\u672c\u662f\u5169\u4ef6\u5206\u958b\u7684\u4e8b\uff0c\u4f46\u73fe \u5728\u5be6\u4f5c\u4e0a\uff0c\u9996\u5148\uff0c\u6211\u5011\u6703\u5f9e Firebase \u53d6\u5f97\u5168\u90e8\u8cc7\u6599\uff0c\u4f9d\u5e8f\u8b80\u53d6 Firebase \u96a8\u6a5f\u7de8\u865f\u4e0b\u7684\u8cc7\u6599</td></tr><tr><td>\u8aa4\u5dee\u53ca\u9ad8\u5ea6\u8cc7\u8a0a\uff0c\u5176\u4e2d\u7d93\u7def\u5ea6\u7684\u55ae\u4f4d\u662f degree\uff0c\u4f4d\u7f6e\u8aa4\u5dee\u53ca\u9ad8\u5ea6\u662f meter\uff0c\u79fb\u52d5\u901f\u5ea6\u5247\u662f \u5728\u5169\u8005\u5df2\u7d50\u5408\u6210\u8cc7\u6599\u540c\u6b65\u3002 \u5b58\u5165\u672c\u5730\u7aef\u7684\u8b8a\u6578\uff0c\u518d\u4f86\u5c07\u540c\u4e00\u96a8\u6a5f\u7de8\u865f\u5e95\u4e0b\u7684 Trajectory \u96c6\u5408\u6210\u4e00\u689d\u8def\u5f91\uff0c\u4e26\u52a0\u4e0a\u5305\u542b</td></tr><tr><td>\u6e96\u7684\u4f4d\u7f6e\u3002\u6709\u95dc\u8ecc\u8de1\u8cc7\u6599\u7684\u5132\u5b58\uff0c\u6211\u5011\u7cfb\u7d71\u7528 Firebase [5]\u7576\u4f5c\u8cc7\u6599\u5eab\u3002Firebase \u662f\u76ee\u524d meter/second\u3002 \u900f\u904e Firebase\uff0c\u6211\u5011\u53ef\u4ee5\u5f88\u65b9\u4fbf\u7684\u5b58\u53d6\u8cc7\u6599\uff0cGPS-Logger \u6bcf\u79d2\u8a18\u9304\u4e00\u500b\u9ede\uff0c\u7576\u4f7f\u7528\u8005\u6309 UUID \u7684\u5c0d\u8a71\u6846\uff0c\u6700\u5f8c\u6703\u628a\u8def\u5f91\u52a0\u4e0a\u7bad\u982d\u3001\u505a\u6210\u52d5\u756b\u4e26\u7522\u751f checkbox\uff0c\u8b93\u4f7f\u7528\u8005\u9078\u64c7\u662f\u5426</td></tr><tr><td>\u77fd\u8c37\u5f88\u71b1\u9580\u7684\u96f2\u7aef\u8cc7\u6599\u5eab\u7cfb\u7d71\uff0cFirebase \u8b93\u6211\u5011\u53ef\u4ee5\u5c08\u6ce8\u5728\u524d\u7aef\u7684\u958b\u767c\uff0c\u900f\u904e Firebase \u628a\u8a72\u8def\u5f91\u7e6a\u5728\u81ea\u5df1\u7684\u5730\u5716\u4e0a\u3002Checkbox \u7684\u9810\u8a2d\u90fd\u662f\u4e0d\u52fe\u9078\u7684\uff0c\u7576\u4f7f\u7528\u8005\u52fe\u9078\u67d0\u4e00\u689d\u8def\u5f91 \u5716(\u4e5d) GPS-Path-View Zoom out \u5716(\u5341) GPS-Path-View Zoom in \u5716(\u5341\u4e00) Open Street Map \u5716(\u5341\u4e8c) OSM with Trajectory</td></tr><tr><td>\u7c21\u4fbf\u7684 API\uff0c\u6211\u5011\u7684\u7cfb\u7d71\u53ef\u4ee5\u5f88\u5bb9\u6613\u7684\u5b58\u53d6\u4f7f\u7528\u8005\u7684\u8ecc\u8de1\u8cc7\u6599\u3002\u5728\u8ecc\u8de1\u5448\u73fe\u7684\u90e8\u4efd\uff0c\u5730 \u6642\uff0c\u7cfb\u7d71\u6703\u5c07\u5730\u5716\u756b\u9762\u79fb\u81f3\u8a72\u689d\u8def\u5f91\u7684\u8d77\u9ede\u3002 6. Future Work</td></tr><tr><td>\u5716\u662f\u7528 Open Street Map [6]\uff0cOSM \u662f\u4e00\u500b Crowdsourcing \u5e73\u53f0\uff0c\u7531\u65bc\u5716\u8cc7\u8f03\u5176\u4ed6\u958b\u653e\u5f0f\u5730 \u5728\u7db2\u9801\u7684\u5de6\u4e0a\u89d2\u6709 START \u8ddf RESTART\uff0c\u6309\u4e0b START\uff0c\u5247\u5730\u5716\u4e0a\u7684\u85cd\u8272\u6a19\u7c64\u6703\u958b\u59cb\u6cbf\u8457</td></tr><tr><td>\u5716\u5b8c\u6574\uff0c\u6240\u4ee5\u6211\u5011\u7cfb\u7d71\u9078\u7528 Open Street Map \u7576\u5e95\u5c64\u5730\u5716\uff1b\u8ecc\u8de1\u662f\u7528 Leaflet [7]\uff0c\u9019\u662f\u4e00 \u6709\u52fe\u9078\u7684\u8def\u5f91\u8dd1\uff0c\u7576\u6a19\u7c64\u5728\u79fb\u52d5\u6642\uff0ccheckbox \u6703\u9396\u8d77\u4f86\uff0c\u4e0d\u80fd\u518d\u65b0\u589e\u6216\u53d6\u6d88\u52fe\u9078\uff0c\u6240\u4ee5\u8def \u4f7f\u7528\u8005\u8ecc\u8de1\u8a18\u9304\u53ca\u5206\u6790\u8fd1\u5e74\u4f86\u5df2\u7d93\u666e\u904d\u7528\u65bc\u904b\u52d5\u3001\u5065\u5eb7\u7b49\u61c9\u7528\u4e2d\u3002\u4f8b\u5982 NIKE+ RUNNING</td></tr><tr><td>\u5957 Open-source JavaScript Library\uff0c\u9664\u4e86\u6709\u5f88\u65b9\u4fbf\u7684 API \u53ef\u4ee5\u5728\u5730\u5716\u4e0a\u756b\u8def\u5f91\uff0c\u66f4\u53ef\u4ee5\u8b93 \u5f91\u7121\u6cd5\u5f9e\u5730\u5716\u4e0a\u65b0\u589e\u6216\u79fb\u9664\uff1b\u7576\u4f7f\u7528\u8005\u6309\u4e0b RESTART\uff0c\u5247\u6703\u89e3\u9396 checkbox\uff0c\u4e26\u5c07\u5ea7\u6a19\u79fb [14]\uff0c\u5373\u70ba\u4e00\u500b\u5f88\u71b1\u9580\u7684\u904b\u52d5\u8def\u5f91\u8a18\u9304 APP\u3002\u7136\u800c\u76ee\u524d\u9019\u985e\u8edf\u9ad4\u5747\u70ba APP-based \u7684\u67b6\u69cb\u800c</td></tr><tr><td>\u958b\u767c\u8005\u5728\u4ed6\u5011\u7684\u67b6\u69cb\u4e0b\uff0c\u589e\u52a0\u81ea\u5df1\u9700\u8981\u7684\u5957\u4ef6\uff0c\u4ee5\u758a\u5716\u5c64\u7684\u65b9\u5f0f\uff0c\u5c07\u8cc7\u6599\u5448\u73fe\u5728\u5730\u5716\u4e0a\uff0c \u6211 \u56de\u8a72\u689d\u7dda\u7684\u8d77\u9ede\u3002 \u975e Web-based\uff0c\u5728\u4f7f\u7528\u4e0a\u591a\u5c11\u6703\u56e0\u70ba\u4f5c\u696d\u7cfb\u7d71\u7248\u672c\u9593\u7684\u5dee\u7570\uff0c\u800c\u6709\u7cfb\u7d71\u66f4\u65b0\u7684\u56f0\u96e3\u3002\u6211\u5011</td></tr><tr><td>\u5011\u6703\u6709\u5169\u5c64\u7684 \u8a8d\u70ba\uff0c\u6211\u5011\u63d0\u51fa\u5229\u7528 Web-based \u67b6\u69cb\u80fd\u514b\u670d\u5e73\u53f0\u5dee\u7570\u9020\u6210\u7684\u554f\u984c\uff0c\u4e26\u4e14\u6211\u5011\u4f7f\u7528\u7684\u670d\u52d9\u5e73 layer\uff0c\u4e00\u5c64\u662f\u975c\u614b\u7684\u8def\u7dda\uff0c\u4e00\u5c64\u662f\u52d5\u614b\u7684\u8def\u7dda\u79fb\u52d5\u3002 \u5f88\u65b9\u4fbf\u7684\u64f7\u53d6\u8cc7\u6599\u3002\u7576\u4f7f\u7528\u8005\u6bcf\u6b21\u5132\u5b58\u8cc7\u6599\u5728 Firebase \u6642\uff0cFirebase \u6703\u4e82\u6578\u7d66\u4e00\u500b\u7de8\u78bc\uff0c \u6211\u5011\u4f7f\u7528\u7684 Trajectory \u9664\u4e86\u5f9e GPS-Logger \u4e2d\u6536\u96c6\u7684\u4e4b\u5916\uff0c\u9084\u6709\u5f9e Microsoft Research -\u53f0 Github Pages \u53ca Firebase \u90fd\u662f\u514d\u8cbb\u7684\uff0c\u53ef\u4ee5\u6e1b\u8f15\u958b\u767c\u8005\u6216\u7814\u7a76\u54e1\u7684\u8ca0\u64d4\u3002\u5f8c\u7e8c\u5229\u7528\u6211\u5011</td></tr><tr><td>\u4ee5\u4e0b\u6211\u5011\u5c07\u5206\u5225\u4ecb\u7d39\u7cfb\u7d71\u7684\u6574\u9ad4\u67b6\u69cb\u4ee5\u53ca\u5be6\u4f5c\u7684\u7d30\u7bc0\uff0c\u6700\u5f8c\u4e5f\u6703\u63a2\u8a0e\u4e00\u4e9b\u672a\u4f86\u7684\u52a0\u503c\u61c9 \u7528\u3002 \u50cf\u662f-JQ8Fqz3OgNd-9hhIi5n\uff0c\u800c\u6b64\u7de8\u78bc\u5e95\u4e0b\u5c31\u662f\u4f7f\u7528\u8005\u5b58\u5165\u7684\u8cc7\u6599\u3002\u5728 Firebase \u7684\u7db2\u7ad9\uff0c GeoLife GPS Trajectories [13]\u53d6\u5f97\u8ecc\u8de1\uff0c\u4e26\u4e14\u4e5f\u80fd\u4f7f\u7528 My tracks 3 \u8a18\u9304\u8ecc\u8de1\uff0c\u5728\u900f\u904e\u6211\u5011\u7684 \u6240\u63d0\u51fa\u7684\u8ecc\u8de1\u8a18\u9304\u67b6\u69cb\uff0c\u9664\u4e86\u80fd\u505a\u70ba\u76f8\u95dc\u904b\u52d5\u5065\u5eb7\u61c9\u7528\uff0c\u6211\u5011\u6b63\u8457\u624b\u65bc\u4ee5\u4e0b\u61c9\u7528\u4e0a\u7684\u958b\u767c\u3002</td></tr><tr><td>\u4e5f\u53ef\u4ee5\u5f88\u5bb9\u6613\u7684\u5bdf\u770b\u8cc7\u6599\u5eab\u4e2d\u7684\u8cc7\u6599\uff0c\u5982\u4e0b\u5716\u4e03\u3002 kml \u8f49\u63db\u5668 4 \uff0c\u5c07\u8ecc\u8de1\u4e0a\u50b3 Firebase\u3002\u4e0b\u5716\u516b\u662f GPS-Path-View \u7684\u6574\u500b\u4ecb\u9762\uff0c\u4e0b\u5716\u4e5d\u8ddf\u5341\u662f 2. Framework Overview \u90e8\u4efd GeoLife GPS Trajectories \u7684 Data Visualization\u3002 \u9996\u5148\uff0c\u6211\u5011\u5c07\u91dd\u5c0d Open Street Map \u7684\u63a8\u5ee3\u8ddf\u4fbf\u5229\u5ea6\u9019\u65b9\u9762\u4f86\u8457\u624b\uff0c\u52a0\u5927 Open Source \u5e73\u53f0</td></tr><tr><td>\u5728 Framework Overview \u4e2d\u6703\u4ecb\u7d39\u6211\u5011\u7cfb\u7d71\u67b6\u69cb\u7684\u6d41\u7a0b\uff0c\u5982\u4e0b\u5716(\u4e00)\u3002\u6211\u5011\u5168\u90e8\u7684\u67b6\u69cb\u90fd\u662f \u7684\u7de8\u8f2f\u4fbf\u5229\u5ea6\u3002OSM \u662f\u4e00\u500b Crowdsourcing \u7684\u5e73\u53f0\uff0c\u7531\u65bc\u5730\u5716\u7684\u8cc7\u6599\u5747\u7531\u71b1\u5fc3\u7684\u5716\u5ba2\u5011</td></tr><tr><td>\u4ee5 Web \u70ba\u57fa\u790e\uff0c\u5982\u6b64\u53ef\u4ee5\u5f88\u5bb9\u6613\u7684\u8de8\u5e73\u53f0\u3002 (Mapper)\u8ca2\u737b\u5b8c\u6210\uff0c\u5982\u4f55\u8b93\u5716\u5ba2\u5011\u5f88\u5bb9\u6613\u7684\u4e86\u89e3\u67d0\u500b\u5730\u65b9\u53ef\u80fd\u6709\u65b0\u7684\u9053\u8def\u66f4\u65b0\uff0c\u5305\u542b\u9053\u8def \u5716(\u5341\u4e09) Google Map</td></tr><tr><td>\u65b0\u589e\uff0c\u662f\u4e00\u500b\u5f88\u91cd\u8981\u7684\u8ab2\u984c\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u4e0b\u5716\u5341\u4e00\u662f\u9084\u6c92\u52a0\u4e0a\u8def\u5f91\u7684 Open Street Map\uff0c\u4e0b \u6b64\u5916\uff0c\u8ecc\u8de1\u63a2\u52d8\u6280\u8853\u5df2\u7d93\u88ab\u8996\u70ba\u4e0b\u4e00\u500b\u968e\u6bb5\u7684\u91cd\u8981\u7814\u7a76\u8ab2\u984c\u3002\u7814\u7a76\u4e0a\u901a\u5e38\u6703\u900f\u904e\u8a55\u91cf\u8ecc\u8de1 \u4e4b \u9996\u5148\u4f7f\u7528\u652f\u63f4 HTML5 \u7684\u700f\u89bd\u5668\u6216\u662f\u624b\u6a5f app \u4f86\u53d6\u5f97\u4f7f\u7528\u8005\u7684\u4f4d\u7f6e\uff0c\u7531\u65bc\u73fe\u4eca\u700f\u89bd\u5668\u5927\u591a \u652f\u63f4 HTML5\uff0c\u6240\u4ee5\u53ef\u4ee5\u65b9\u4fbf\u6211\u5011\u8de8\u5e73\u53f0\u505a\u5b9a\u4f4d\u3002\u63a5\u4e0b\u900f\u904e\u6211\u5011\u7cfb\u7d71\u67b6\u69cb\u4e2d\u7684 GPS-Logger 1 \u5716\u5341\u4e8c\u662f\u6a19\u4e0a\u8def\u5f91\u4ee5\u5f8c\u7684 Open Street Map\uff0c\u6211\u5011\u767c\u73fe\u672c\u4f86\u5730\u5716\u4e0a\u6c92\u6709\u7684\u8def\uff0c\u4f46\u662f\u537b\u6709\u8eca\u5b50 \u9593\u7684\u76f8\u4f3c\u5ea6\u4f86\u4f5c\u70ba\u4e0b\u4e00\u6b65\u61c9\u7528\u7684\u5148\u5099\u77e5\u8b58\uff0c\u7136\u800c\u8981\u5b8c\u6210\u9019\u9805\u8a55\u91cf\u662f\u975e\u5e38\u56f0\u96e3\u7684\uff0c\u56e0\u70ba\u8ecc \u8de1\u7684</td></tr><tr><td>\u8d70\u904e\uff0c\u8868\u793a\u9019\u500b\u5730\u65b9\u53ef\u80fd\u6709\u8def\uff0c\u7d30\u5bdf\u4e4b\u5f8c\uff0c\u6211\u5011\u767c\u73fe\u9019\u662f\u5317\u4eac\u5e02\u671b\u4eac\u5317\u8def\u53ca\u5ee3\u6fa4\u8def\u7684\u4ea4\u53c9 \u9577\u5ea6\u53ca\u7a7a\u9593\u4e0a\u7684\u95dc\u806f\u5341\u5206\u96e3\u7528\u50b3\u7d71\u7684\u5c24\u62c9\u8ddd\u96e2\u8a08\u7b97\u4f86\u8a55\u65b7\u3002\u6211\u5011\u6b63\u9032\u884c\u5c07\u8ecc\u8de1\u8f49\u63db\u70ba \u4f7f\u7528\u8005 \u8a18\u9304\u4f7f\u7528\u8005\u7684\u8ecc\u8de1\uff0c\u7576\u4f7f\u7528\u8005\u6309\u4e0b Save \u5f8c\uff0cGPS-Logger \u6703\u628a\u8ecc\u8de1\u50b3\u81f3 Firebase\u3002\u5c07 Firebase Geolocation API \u6709 \u5f88 \u591a \u7d30 \u7bc0 \u53ef \u4ee5 \u64cd \u4f5c \uff0c \u53ef \u4ee5 \u8b93 \u4f7f \u7528 \u4e0a \u66f4 \u70ba \u9748 \u6d3b \uff0c \u50cf \u662f \u6709 \u500b \u53c3 \u6578 \u662f \u8def\u53e3\uff0c\u914d\u5408\u6bd4\u5c0d Google Map (\u4e0b\u5716\u5341\u4e09)\uff0c\u5247\u6703\u767c\u73fe\u8a72\u5730\u5340\u8def\u6cc1\u5df2\u7d93\u8b8a\u4e86\uff0c\u5ee3\u6fa4\u8def\u5728 Open \u884c\u52d5\u7684 POI \u7684\u65b9\u5f0f\u4f86\u63d0\u4f9b\u7814\u7a76\u4eba\u54e1\u9032\u884c semantic \u4e0a\u7684\u5206\u6790\u3002\u4f8b\u5982\u4e00\u500b\u4f7f\u7528\u8005\u7684\u8ecc \u8de1\uff0c \u7368\u7acb\u51fa\u4f86\uff0c\u53ef\u4ee5\u5f88\u6e05\u695a\u7684\u5207\u5272\u6211\u5011\u7684\u67b6\u69cb\uff0c\u900f\u904e Firebase \u9023\u7d50\u524d\u9762\u7684 GPS-Logger \u6536\u96c6\u8ecc enableHighAccuracy\uff0c\u8b93\u958b\u767c\u8005\u53ef\u4ee5\u9078\u64c7\u662f\u5426\u53d6\u5f97\u8f03\u7cbe\u6e96\u7684\u4f4d\u7f6e\uff0c\u5982\u679c\u9078\u64c7 true\uff0c\u5b9a\u4f4d\u4e0a\u6703 Street Map \u4e0a\u53ea\u6709\u4e00\u689d\u9053\u8def\uff0c\u4f46\u5728 Google Map \u4e0a\u537b\u6709\u5169\u689d\u9053\u8def\uff0c\u7531\u6b64\u73fe\u8c61\u53ef\u4ee5\u89c0\u5bdf\u5230\uff0c\u672a \u6211\u5011\u80fd\u8f49\u63db\u70ba\"\u5b54\u5edf\u505c\u7559 30 \u5206\u9418\"->\"\u5b89\u5e73\u53e4\u5821\u505c\u7559 30 \u5206\u9418\"\u3002\u5982\u6b64\u6211\u5011\u5c07\u66f4\u80fd\u63d0\u4f9b\u7814 \u7a76 \u8de1\u8cc7\u6599\uff0c\u53ca\u5f8c\u9762\u7684 Trajectory Visualization \u8ecc\u8de1\u5448\u73fe\uff0cFirebase \u8b93\u6211\u5011\u4e0d\u9700\u8981\u4efb\u4f55\u4f3a\u670d\u5668\u7de8 \u78bc\uff0c\u5c31\u80fd\u5c07\u6574\u5957\u7cfb\u7d71\u5373\u6642\u5448\u73fe\u3002\u6700\u5f8c\u4f7f\u7528\u8005\u9032\u5165 Trajectory Visualization\uff0c\u4fbf\u80fd\u99ac\u4e0a\u770b\u5230\u81ea \u6bd4\u8f03\u4e45\uff0c\u4f46\u4f4d\u7f6e\u8cc7\u8a0a\u8f03\u70ba\u7cbe\u6e96\u3002 \u4f86\u6211\u5011\u53ef\u4ee5\u5c07\u8def\u5f91\u8cc7\u6599\u8207\u5730\u5716\u8cc7\u6599\u505a\u6bd4\u5c0d\uff0c\u7576\u6709\u4e00\u5b9a\u6578\u91cf\u7684\u8eca\u5b50\u5f9e\u539f\u672c\u5730\u5716\u4e0a\u6c92\u6709\u8def\u7684\u5730 \u6280\u8853\u4eba\u54e1\u63d0\u51fa\u66f4\u5bb9\u6613\u4f7f\u7528\u8005\u500b\u4eba\u5316\u884c\u92b7\u6216\u63a8\u8350\u7b49\u61c9\u7528\u3002\u6b64\u5169\u65b9\u9762\u5c07\u662f\u6211\u5011\u63a5\u4e0b\u4f86\u8457\u624b\u7684 \u6311\u6230\u3002</td></tr><tr><td>\u4f7f\u7528\u8005\u9032\u5165\u6211\u5011\u7cfb\u7d71\u67b6\u69cb\u7684\u7576\u4e0b\uff0c\u7cfb\u7d71\u5c31\u6703\u900f\u904e random \u51fd\u6578\u88fd\u9020\u4e00\u500b\u9577\u5ea6\u70ba 36 \u7684 \u65b9\u8d70\u904e\u6642\uff0c\u8868\u793a\u8a72\u5730\u5340\u6709\u53ef\u80fd\u9053\u8def\u5df2\u7d93\u8b8a\u66f4\uff0c\u5982\u6b64\u53ef\u4ee5\u589e\u9032 Open Street Map \u6539\u5584\u7684\u901f\u5ea6\uff0c \u5df1\u52d5\u614b\u7684\u8ecc\u8de1\u3002 Universally Unique IDentifier(UUID)\uff0cUUID \u662f\u901a\u8a0a\u552f\u4e00\u8b58\u5225\u78bc\uff0c\u85c9\u6b64\u4f86\u96b1\u85cf\u4f7f\u7528\u8005\u7684\u771f\u5be6 \u8b93 Open Street Map \u7684\u5716\u8cc7\u66f4\u70ba\u5b8c\u6574\u3002 7. Conclusion</td></tr><tr><td>\u5716(\u4e03) Firebase \u8cc7\u6599\u5eab\u67e5\u8a62\u4ecb\u9762 \u5716(\u516b) GPS-Path-View with 170 Trajectories in Microsoft Research -GeoLife GPS Trajectories \u5728 Part3 \u4e2d\uff0c\u6211\u5011\u6703\u4ecb\u7d39 GPS-Logger \u5982\u4f55\u904b\u4f5c\uff0c\u5982\u4f55\u8a18\u9304\u4f7f\u7528\u8005\u7684\u8ecc\u8de1\u3002\u5728 Part4 \u4e2d\uff0c\u6211 \u8cc7\u8a0a\uff0c\u9054\u5230\u533f\u540d\u7684\u6548\u679c\uff0c\u7576\u4f7f\u7528\u8005\u91cd\u65b0\u958b\u555f GPS-Logger \u6642\uff0c\u90fd\u6703\u91cd\u65b0\u5206\u914d UUID\uff0c\u8b93\u4f7f\u7528 \u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u63d0\u51fa\u4e86\u4e00\u500b Web-based \u7684\u8ecc\u8de1\u64f7\u53d6\u53ca\u8cc7\u6599\u5373\u6642\u5448\u73fe\u7684\u96f2\u7aef\u67b6\u69cb\u3002\u900f\u904e\u73fe\u6709</td></tr><tr><td>1 GPS-Logger : http://frankyang0529.github.io/gps-log/ 5. Trajectory Visualization \u7684\u96f2\u7aef\u670d\u52d9\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u4e0d\u53d7\u9650\u65bc\u624b\u6301\u5f0f\u88dd\u7f6e\u7684\u4f5c\u696d\u7cfb\u7d71\uff0c\u5747\u53ef\u4fbf\u5229\u7684\u8a18\u9304\u5176\u79fb\u52d5\u7684\u7d30</td></tr><tr><td>205 206 211</td></tr></table>"
}
}
}
} |