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| Title: | 位基服務商業模式研究---海量資料價值創造
A study of creating value from big data on location-based services |
| Authors: | 崔紹成
Tsui, Shao-Cheng |
| Contributors: | 尚孝純
Shang, Shari S.C.
崔紹成
Tsui, Shao-Cheng |
| Keywords: | 位基服務
海量資料
商業模式
Location-based service
Big data
Business model |
| Date: | 2014 |
| Issue Date: | 2017-07-11 11:39:43 (UTC+8) |
| Abstract: | 近年來, 智慧型手機使用率的快速成長, 以及App程式的開發, 使得手機的功能越來越多元. 其中GPS (Global Position System)功能最廣為被應用, 並且在手機的平台上開發位置基礎服務(Location-Based Service)的技術.
LBS(Location-Based Service)會產生非常大量的數據, 通常LBS所產生的資料是即時性的、大量的、非結構性的, 例如記錄一些移動的軌跡, 包含時間序位的路徑, 地理位置的資料.
企業管理者開始研究如何利用這些LBS產生的大量資料, 本研究試圖去了解下列3項問題. 1)被收集到的資料有甚麼樣的特徵? 2)這些大量的資料如何被分析. 3) 企業如何去應用這些資料, 以及如何使用這些研究的結論.
為了去研究經營管理LBS產生的海量資料(Big data), 本研究收集8個不同的個案作分析, 研究這些LBS海量資料的特徵、資料收集和分析方法. 並檢視其研究結果在經營管理上的執行和績效.
從最後的研究結論可以發現, 對應到商業模式的四個大區塊來分析, 以 ”客戶端” (Customers)的效益提升最為顯著. “基礎設施”(Infrastructure)的部分次之.
In recent years, there is a growing trend in the use of smartphone, and the applications developed on smartphone have become increasingly diversified. GPS (Global Position System) is one of the widely adopted techniques in developing Location-Based Service (LBS) on the mobile platform.
A very large number of data has been generated off those LBS. The LBS data sets are usually generated in real time, in large volumes and in unstructured forms. Such as the moving track record, timeline routing path, and geographic data.
It has become critical for businesses to learn how to leverage these massive data from LBS. This study strives to understand: 1) what kind of LBS data features can be collected? 2) How can the big volume of LBS data be analyzed? 3) How do firms interpret the data and make use of findings?
In order to understand the management of LBS big data, this study collected 8 different type of LBS cases to understand the features, collection and analysis methods of the big data on LBS and examine the management efforts and benefits of the use of big data results from LBS.
Conclusions of this study can be mapped in the four blocks of business model, and it seems that “Customer” can experience significant value from the LBS big data and whole business “Infrastructure” can also receive big improvement in the back of office process. |
| Reference: | Adshead, A., & Dubash, M. (2014). Big data storage choices. Retrieved from ComputerWeekly: http://www.computerweekly.com/feature/Big-data-storage-choices
Agrawal, D., Bernstein, P., Bertino, E., Davidson, S., Dayal, U., Franklin, M., . . . Ramakrishnan, R. (2011). Challenges and Opportunities with Big Data. West Lafayette: Purdue university.
Alibaba. (2014). Home. Retrieved from Alibaba Group: http://www.alibabagroup.com/en/global/home
Automotive navigation system. (2014, June 30). Retrieved from Wikipedia: http://en.wikipedia.org/wiki/Automotive_navigation_system
Baidu. (2014). Baidu Migration. Retrieved from Baidu: http://qianxi.baidu.com/
Bellemansa, T., Botheb, S., Choa, S., Giannottid, F., Janssensa, D., Knapena, L., . . . Wets, G. (2012, August 25). An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants. Retrieved from ScienceDirect: http://www.sciencedirect.com/science/article/pii/S1877050912005832
Beyer, M. A., & Laney, D. (2012, June 21). The Importance of `Big Data`: A Definition. Retrieved from Gartner: https://www.gartner.com/doc/2057415
Boagey, R. (2014). Connected Car – Big Data, Big Brother? Retrieved from Automotive World: http://www.automotiveworld.com/analysis/connected-car-big-data-big-brother/
Cai, H., & Xu, M. (2013, July 19). Greenhouse Gas Implications of Fleet Electrification Based on Big Data-Informed Individual Travel Patterns. Retrieved from ACS Publications: http://pubs.acs.org/doi/abs/10.1021/es401008f
Cai, X., Nie, F., & Huang, H. (2013). Multi-View K-Means Clustering on Big Data. University of Texas at Arlington, p. 7.
Cassandra, P. (2014). what-is-nosql. Retrieved from Planet Cassandra: http://planetcassandra.org/what-is-nosql/
cbkcuhk. (2013, September 12). BIG DATA: THE NEXT BIG TREND TO WATCH. Retrieved from CUHK: http://cbkcuhk.wordpress.com/2013/09/12/big-data-the-next-big-trend-to-watch/
China Smart Logistic Network. (2013, June 9). Retrieved from WikiPedia: http://en.wikipedia.org/wiki/China_Smart_Logistic_Network
China Smart Logistic Network. (2013). Retrieved from Wikipedia: http://en.wikipedia.org/wiki/China_Smart_Logistic_Network
Chiu, K.-H., Fang, W.-C., & Wang, C.-C. (2005, 3). Using Mobile Communication Technology to Improve Automobile Consumers` Values-A Location Based Commerce Case Study of Taiwan Yulon Nissan`s TOBE Service. Electronic Commerce Studies, pp. 57-77.
CitiBikeFiner. (2014). New York City Bike Share (Citi Bike). Retrieved from BIGAPPS NYC 2014: http://citibikefinder.splashthat.com/
Collins, B. (2006, April 1). Car pooling a key part of the solution to commuting problems. Retrieved from Labour: http://www.labour.ie/press/2006/04/01/car-pooling-a-key-part-of-the-solution-to-commutin/
Department of Transportation, T. G. (2014). Taipei e-bus System. Retrieved from My E Government: http://www.e-bus.taipei.gov.tw/new/english/en_index_6_1_1_1.html
Ekkebus, S.-P., Fokkinga, M. M., & Meratnia, N. (2004). Real-time location-based services for running races. Faculty of Electrical Engineering, Mathematics and Computer Science (p. 6). Netherlands: University of Twente.
Fulco, M. (2013, Sep 24). ALL HAIL ALIBABA. Retrieved from CKGSB Knowledge: http://knowledge.ckgsb.edu.cn/2013/09/24/china-business-strategy/all-hail-alibaba/
General-Motor. (2014). ON Star. Retrieved from General Motor: http://www.gm.com/vision/design_technology/onstar_safe_connected.html
Geographic information system. (2014). Retrieved from Wikipediasss: http://en.wikipedia.org/wiki/Geographic_information_system
Global Positioning System. (2014). Retrieved from Wikipedia: en.wikipedia.org/wiki/Global_Positioning_System
Goldberg, M. (2013, July 1). Subscribe to Data Informed. Retrieved from DATAInformed: http://data-informed.com/saps-twogo-app-combines-data-design-to-address-carpool-challenge/
Goodchild, M. F. (2009). LOCATION-BASED SERVICES. Journal of Location Based Services. Retrieved from http://www.geog.ucsb.edu/~good/Goodchild-CV.html: http://www.geog.ucsb.edu/~good/papers/471.pdf
Hartmann, P. M., Zaki, M., Feldmann, N., & Neely, A. (2014, March). Big Data for Big Business. University of Cambridge, p. 30. Retrieved from http://www.cambridgeservicealliance.org/uploads/downloadfiles/2014_March_Data%20Driven%20Business%20Models.pdf
Here (Nokia). (2014, June 21). Retrieved from WikiPedia: http://en.wikipedia.org/wiki/Here_(Nokia)
Huang, S., Cai, L., Liu, Z., & Hu, Y. (2012). Non-structure Data Storage Technology. IEEE Computer Society. Washington, DC USA: The Association for Computing Machinery.
Intelligent transport systems. (2014). Retrieved from Mobility and Transport: http://ec.europa.eu/transport/themes/its/consultations/2014-03-14-rtti_en.htm
Jensen, C. S., Friis-Christensen, A., Pedersen, T. B., Pfoser, D., Saltenis, S. ˇ., & Tryfona, N. (2003, June). Location-Based Services—A Database Perspective. Department of Computer Science, Aalborg University, p. 10.
Kanaracus, C. (2013, April 29). SAP launches ride-sharing app TwoGo. Retrieved from PCWorld: http://www.pcworld.com/article/2036609/sap-launches-ridesharing-app-twogo.html
Kock, J. d. (2003). Utilisation of mobile technology for field data management in land administration. faculty of earth and sciences.
Kwan, M.-P. (2001). Analysis of LBS-Derived Data for Social Scientists. Department of Geography, Ohio State University.
Larson, C. (2013, May 29). In China, Big Data Is Becoming Big Business. Retrieved from Bloomberg Businessweek Technology: http://www.businessweek.com/articles/2013-05-29/in-china-big-data-is-becoming-big-business
LaValle, S., Lesser, E., & Shockley, R. (2011). Big Data, Analytics and. MIT SLOAN MANAGEMENT REVIEW.
Location-based service. (2014, June 18). Retrieved from WIKIPEDIA The Free Encyclopedia: http://en.wikipedia.org/wiki/Location_based_service
Manohar, N. (2013, Sep 04). Why Big Data is All Important for the Auto World Now . Retrieved from FROST SULLIVAN: http://www.frost.com/c/10046/blog/blog-display.do?id=2984216
McGuire, T., Manyika, J., & Chui, a. M. (2012, July). Why Big data is the new competetitive advantage. Retrieved from Ivey Business journal: http://iveybusinessjournal.com/topics/strategy/why-big-data-is-the-new-competitive-advantage#.U7WEMPmSxOt
MongoDB, I. (2014). Big Data Explained. Retrieved from MongoDB, Inc.: http://www.mongodb.com/big-data-explained
Morten, K. (2005, Nov 14). Data Management Support for Location Based Services. Retrieved from Centre for Pervasive Computing: http://www.pervasive.dk/projects/LBS/LBS_themes.htm
Mullich, J. (2012, Dec 10). New Meaning to Old Products. Retrieved from The Wall Street Journal: http://online.wsj.com/ad/article/datamanagement-innovation
Nadi, S., & Delavar, M. R. (2010, July 15). LOCATION-BASED SERVICE FOR in vehicle route GUIDANCE WITH REAL TIME TRAFFIC INFORMATION. 1GIS Laboratory, p. 10.
O`Brien, O. (2013). (Visualization of the Week: NYC Citi Bike use, in real time / Radar) Retrieved from http://strata.oreilly.com/2013/06/visualization-of-the-week-nyc-citi-bike-use-in-real-time.html
O`Brien, O. (2014). More Cities, More Bikes, More Data Bikesharing Global Update. http://www.casa.ucl.ac.uk/. Retrieved from https://docs.google.com/file/d/0Bz-cFgbMasEcN283RzNJOHA2NVU/edit
Osterwalder, A., Pigneur, Y., Smith, A., Clark, T., & Pijl, P. v. (2009). Business Model Generation: A business model template. Retrieved from BusinessModelGeneration: http://www.businessmodelgeneration.com/downloads/businessmodelgeneration_preview.pdf
OTTAWA. (2006). Yulon Nissan Motors Chooses QNX for Next-Generation Telematics System in Taiwan. Retrieved from QNX: http://www.qnx.com/news/pr_1911_1.html?lang=de
Qiang, N. (2012). Using cloud technology to deliver quality taxi services. Taiwan, Taipei: Intel.
Rodrigues, T. (2012, Dec 4). (TechRepublic / 10 emerging technologies for BigData) Retrieved from http://www.techrepublic.com/blog/big-data-analytics/10-emerging-technologies-for-big-data/
Sabrina. (2013, Nov 15). 60 Million Packages Processed on China’s Bachelor’s Day. Retrieved from China Internet Watch: http://www.chinainternetwatch.com/4735/60-million-packages-processed-on-chinas-bachelors-day/
Schiller, J., & Voisard, A. (2004). Location-based Services. Retrieved from Itä-Suomen yliopisto: http://cs.uef.fi/pages/franti/lami/papers/Book-Location-based%20Services.doc
Shamah, D. (2014, Jan 15). How big data means big changes for location-based services. Retrieved from ZDNet: http://www.zdnet.com/how-big-data-means-big-changes-for-location-based-services-or-at-least-save-your-battery-life-7000025076/
Shanshan, W. (2013, May 21). Alibaba Intending to Dig Deep for E-commerce Gold. Retrieved from Caixin Online: http://english.caixin.com/2013-05-21/100530799.html
SIRI. (2014, April 19). Retrieved from WikiPedia: http://en.wikipedia.org/wiki/Service_Interface_for_Real_Time_Information
SMITH, G. (2014, March 1). Pedaling into the Future. Retrieved from Taiwan Review: http://taiwanreview.nat.gov.tw/ct.asp?xItem=214286&ctNode=1206&mp=1
Spiekermann, S. (2004). General Aspects of Location-based Services. (p. 18). Berlin: Humboldt university.
Stepney, C. (2014). BIG DATA, BIG INSIGHTS. Retrieved from sdg BLOG: http://solutiondesign.com/big-data-big-insights-2/
Supstat. (2013). CITIBIKE DATA COLLECTION, PREDICTION AND APPLICATION WITH R. Retrieved from supstat analytics: http://www.supstat.com/consulting/
TomTom. (2014). about TomTom. Retrieved from TOMTOM: http://corporate.tomtom.com/
VeriFone. (2014). Fleet Management. Retrieved from VeriFoness: http://www.verifone.com/industries/taxi/fleet-management/
Virrantaus, K., Veijalainen, J., Markkula, J., Katanosov, A., Garmash, A., Tirri, H., & Tirri, H. (2002, Oct 10). Developing GIS-Supported Location-Based Service. Kharkov National University of Radioelectronics (KNURE), p. 10.
Wang, B. (2008). Mobile Location-Based Services in New Zealand. (p. 60). School of Computing and Mathematical Sciences Faculty of Design and Creative Technologies.
WebMapSolution. (2012). Mobile Location Apps Review. Retrieved from Web Map Solution Location Technology Experts: http://www.webmapsolutions.com/mobile-location-apps
wikitude. (2014). wikitude. Retrieved from wikitude: http://www.wikitude.com/
Zhang, D., He, T., Liu, Y., & Stankovic, J. (2013). CallCab: A unified recommendation system for carpooling and regular taxicab services. Retrieved from IEEE Xplore: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6691605&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6691605
Zipf, A. (2008, Apr 24). User-Adaptive Maps for Location-Based Service (LBS) for Tourism. European Media Laboratory– EML, Heidelberg, Germany.
包研. (2012, Dec 1). (csdn, 百度大數據平台介紹) Retrieved from http://www.csdn.net/article/a/2012-12-01/2812397
包研. (2012, Dec 1). (csdn.net / 大数据探索-阿里巴巴数据交换平台) Retrieved from http://www.csdn.net/article/a/2012-12-01/2812396
吳韻萱. (2014, June 30). YouBike的雲端軍師 微程式打通傳產創新任督二脈. Retrieved from 智邦生活館: http://www.url.com.tw/blog/?p=33724
杜胤廣. (2014, March 21). YouBike行動 APP 用 RFID 打造智慧生活. Retrieved from 3S Market 台灣醒報: http://3smarket-info.blogspot.tw/2014/03/youbike-app-rfid.html |
| Description: | 碩士
國立政治大學
經營管理碩士學程(EMBA)
101932135 |
| Source URI: | http://thesis.lib.nccu.edu.tw/record/#G0101932135 |
| Data Type: | thesis |
| Appears in Collections: | [經營管理碩士學程EMBA] 學位論文
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