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研究生: 姜大鈞
Chiang, Da-Chun
論文名稱: 運用紙本地圖和2D數值地圖探索導航尋路行為建構空間認知歷程之差異
Using Paper Maps and 2D Digital Maps to Explore the Differences in Spatial Cognitive Processes during Navigation Wayfinding
指導教授: 吳秉昇
Wu, Bing-Sheng
口試委員: 吳秉昇
Wu, Bing-Sheng
陳哲銘
Chen, Che-Ming
丁志堅
Ding, Tsu-Jen
口試日期: 2024/06/07
學位類別: 碩士
Master
系所名稱: 地理學系
Department of Geography
論文出版年: 2024
畢業學年度: 112
語文別: 中文
論文頁數: 269
中文關鍵詞: 眼動追蹤空間認知導航尋路紙本地圖2D數值地圖
英文關鍵詞: Eye-tracking, spatial cognition, navigation wayfinding, paper maps, 2D digital maps
研究方法: 實驗設計法半結構式訪談法
DOI URL: http://doi.org/10.6345/NTNU202401162
論文種類: 學術論文
相關次數: 點閱:163下載:7
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  • 探討人類導航尋路過程中,如何因不同地理媒介的使用逐步建構空間認知,是空間認知研究領域中,長期受到關注的重要議題。先前研究發現紙本地圖與2D數值地圖在導航尋路上,在檢證空間認知結果上有所差異,然而卻鮮少人記錄兩者在導航尋路過程中是如何建構空間認知歷程,進而導致在檢證空間認知結果上產生差異。

    本研究擬設計一項導航尋路任務,將受試者置於不熟悉之場域,並分別使用紙本地圖或2D數值地圖,於研究場域內步行特定路徑,同時搭配穿戴式眼動儀設備之使用,追蹤眼球運動,來度量導航尋路過程中受試者是如何透過不同地理媒介與實際環境互動,逐步建構空間認知歷程,並結合認知地圖繪製及半結構式訪談等多元度量空間認知之方法,補足眼動追蹤無法量測之部分,達到三角驗證之效果,並完整度量受試者導航尋路過程之空間認知歷程,從而分析不同地理媒介對於建構空間認知歷程所產生之差異。

    透過多元空間認知度量方式,發現兩種地理媒介在導航尋路過程之空間認知歷程存在「獲取」、「儲存」與「回憶」三大空間認知面向之差異,且彼此相互影響,並且在外中心策略中作為參考點之環境物件選擇上也存在不同。此研究結果之發現,彌補過往研究缺少量化記錄導航尋路過程之部分,亦強化解釋空間認知歷程,拓展了空間認知領域之研究深度。

    The exploration of how humans gradually construct spatial cognition through the use of different geographical media during the process of navigation and wayfinding is an important and long-standing topic in the field of spatial cognition research. Previous studies have found differences in the transformation of spatial cognition into spatial knowledge when using paper maps and 2D digital maps for navigation and wayfinding. However, there is a lack of documentation on how these two mediums contribute to the construction of spatial cognition during the navigation and wayfinding process, leading to disparities in spatial knowledge acquisition.

    This study intends to design a navigation and wayfinding task, placing the subjects in an unfamiliar field, and using paper maps or 2D digital maps, respectively, to walk a specific path in the research field, and at the same time wearable Eye-tracking glasses the use of instrumentation equipment, tracking the user's eye movements, to measure how the subjects gradually construct spatial cognition through different media and environmental information in the process of navigation and wayfinding, combined with multiple measurement spatial cognition such as scale measurement, drawing cognitive maps and interviews, these methods complements the part that cannot be measured by eye tracking, and achieves a complete measurement of the spatial cognitive state of the subjects at each stage of navigation and wayfinding, so as to analyze the differences in the spatial cognitive construction of different media.

    Through diverse spatial cognition measurement methods, it was found that there are differences in the spatial cognitive processes of "acquisition," "storage," and "recall" during the navigation wayfinding process between the two types of geographic media, and these differences influence each other. Additionally, there are differences in the selection of environmental objects as reference points within egocentric strategies. These findings address the gap in previous research that lacked quantitative records of the navigation wayfinding process, enhancing the explanation of spatial cognitive processes and expanding the depth of research in the field of spatial cognition.

    謝辭 i 表目錄 viii 圖目錄 xi 第一章 緒論 1 第二章  文獻回顧 5 第一節 空間認知歷程 5 第二節 地理媒介輔助導航尋路之空間認知過程 8 第三節 不同地理媒介對空間認知建構的分析 11 第四節 量測空間認知的方法 20 第三章 研究方法 42 第一節 受試者與導航尋路任務場域 42 第二節 研究材料 44 第三節 導航尋路任務流程 56 第四章 研究結果 61 第一節 聖芭芭拉方向感量表結果 61 第二節 眼動追蹤資料結果 65 第三節 認知地圖繪製結果 124 第四節 受試者半結構式訪談結果 137 第五章 分析與討論 194 第一節 眼動資料結果分析與討論 194 第二節 認知地圖繪製結果分析與討論 214 第三節 半結構式訪談結果分析與討論 227 第四節 綜合討論與分析 240 第六章 結論 252 參考文獻 259

    王孜甯 與 簡郁芩 (2022)。科學圖文閱讀眼動研究之系統回顧。教育心理學報, 53(4),773-799。
    王佩玲 (2004)。探討國中生獲取空間知識的過程 [碩士論文, 國立台北師範學院]。
    周承興 (2018)。國小學童上下學空間認知研究-以新北市三重區二重國小為例 [碩士論文,臺北市立大學]。
    林靜怡 (2003)。中學生空間認知能力之研究-以認知圖路網結構分析 [碩士論文,國立臺灣大學]。
    張文賢 (2003)。以認知圖探討中學生空間認知之差異 [碩士論文,國立彰化師範大學地理學系]。彰化,台灣。
    陳學志、賴惠德、邱發忠 (2010)。眼球追蹤技術在學習與教育上的應用。教育科學研究期刊,55(4),39-68。
    歐陽鍾玲 (1986)。識覺與認知。國立臺灣師範大學地理教育,12,100-102。
    歐陽鍾玲 (1987)。行為地理的內涵與發展。師大地理研究報告,13,151-166。
    Afrooz, A., White, D., & Neuman, M. (2014). Way-finding improves visual memory for built environments. Eye Tracking for Spatial Research, 57-61.
    Afrooz, A., White, D., & Parolin, B. (2018). Effects of active and passive exploration of the built environment on memory during wayfinding. Applied Geography, 101, 68-74. https://doi.org/10.1016/j.apgeog.2018.10.009
    Anagnostopoulos, V., Havlena, M., Kiefer, P., Giannopoulos, I., Schindler, K., & Raubal, M. (2017). Gaze-Informed location-based services. International Journal of Geographical Information Science, 31(9), 1770-1797. https://doi.org/10.1080/13658816.2017.1334896
    Bednarik, R., Vrzakova, H., & Hradis, M. (2012). What do you want to do next a novel approach for intent prediction in gaze-based interaction. Proceedings of the symposium on eye tracking research and applications, 83-90. https://doi.org/10.1145/2168556.2168569
    Bednarz, S. W. (2011). Maps and spatial thinking skills in the classroom. College Board AP Central. Retrieved September 11 from https://apcentral.collegeboard.org/courses/ap-human-geography/classroom-resources/maps-and-spatial-thinking-skills-classroom
    Ben-Elia, E. (2021). An exploratory real-world wayfinding experiment: A comparison of drivers’ spatial learning with a paper map vs. turn-by-turn audiovisual route guidance. Transportation Research Interdisciplinary Perspectives, 9. https://doi.org/10.1016/j.trip.2020.100280
    Blades, M. (1990). The reliability of data collected from sketch maps. Journal of Environmental Psychology, 10(4), 327-339.
    Brugger, A., Richter, K. F., & Fabrikant, S. I. (2019). How does navigation system behavior influence human behavior? Cogn Res Princ Implic, 4(1), 5. https://doi.org/10.1186/s41235-019-0156-5
    Çöltekin, A., Fabrikant, S. I., & Lacayo, M. (2010). Exploring the efficiency of users' visual analytics strategies based on sequence analysis of eye movement recordings. International Journal of Geographical Information Science, 24(10), 1559-1575. https://doi.org/10.1080/13658816.2010.511718
    Chang, H. H. (2015). Which one helps tourists most? Perspectives of international tourists using different navigation aids. Tourism Geographies, 17(3), 350-369. https://doi.org/10.1080/14616688.2015.1016099
    Chen, H.-Y., Sato, K., & Zheng, M.-C. (2020). Differences in wayfinding performance across types of navigation aids and understanding of environmental information among travelers. Journal of Asian Architecture and Building Engineering, 20(4), 383-397. https://doi.org/10.1080/13467581.2020.1799795
    Christina Bauer, B. L. (2019). Schematic Maps and Indoor Wayfinding. 14th International Conference on Spatial Information Theory (COSIT 2019), 142, 23:21-23:14. https://doi.org/10.4230/LIPIcs.COSIT.2019.23
    Cromley, R., Raitz, K., & Ulack, R. (1981). Automated cognitive mapping. Cartographica: The International Journal for Geographic Information and Geovisualization, 18(4), 36-50.
    Davies, C., Athersuch, L., & Amos, N. (2017). Sense of direction: one or two dimensions? In 13th International Conference on Spatial Information Theory
    (COSIT 2017). https://doi.org/10.4230/LIPIcs.COSIT.2017.9
    Delikostidis, I., van Elzakker, C. P. J. M., & Kraak, M.-J. (2015). Overcoming challenges in developing more usable pedestrian navigation systems. Cartography and Geographic Information Science, 43(3), 189-207. https://doi.org/10.1080/15230406.2015.1031180
    Dong, W., & Liao, H. (2016). Eye Tracking to Explore the Impacts of Photorealistic 3d Representations in Pedstrian Navigation Performance. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B2, 641-645. https://doi.org/10.5194/isprsarchives-XLI-B2-641-2016
    Dong, W., Liao, H., Roth, R. E., & Wang, S. (2014). Eye Tracking to Explore the Potential of Enhanced Imagery Basemaps in Web Mapping. The Cartographic Journal, 51(4), 313-329. https://doi.org/10.1179/1743277413y.0000000071
    Dong, W., Wu, Y., Qin, T., Bian, X., Zhao, Y., He, Y., Xu, Y., & Yu, C. (2021). What is the difference between augmented reality and 2D navigation electronic maps in pedestrian wayfinding? Cartography and Geographic Information Science, 48(3), 225-240. https://doi.org/10.1080/15230406.2021.1871646
    Dong, W., Ying, Q., Yang, Y., Tang, S., Zhan, Z., Liu, B., & Meng, L. (2018). Using Eye Tracking to Explore the Impacts of Geography Courses on Map-based Spatial Ability. Sustainability, 11(1). https://doi.org/10.3390/su11010076
    Downs, R. M., & Stea, D. (2011). Cognitive maps and spatial behaviour: Process and products. The map reader: Theories of mapping practice and cartographic representation, 312-317.
    Gartner, G., & Hiller, W. (2009). Impact of Restricted Display Size on Spatial Knowledge Acquisition in the Context of Pedestrian Navigation. https://doi.org/10.1007/978-3-540-87393-8_10
    Goldberg, J. H., & Kotval, X. P. (1999). Computer interface evaluation using eye movements methods and constructs. Journal of Industrial Ergonomics, 24(6), 631-645. https://doi.org/https://doi.org/10.1016/S0169-8141(98)00068-7
    Goldberg, J. H., Stimson, M. J., Lewenstein, M., Scott, N., & Wichansky, A. M. (2002). Eye Tracking in Web Search Tasks Design Implications. Proceedings of the Eye Tracking Research & Application Symposium, 51-58. https://doi.org/10.1145/507072.507082
    Golledge, R. G., & Gärling, T. (2004). Cognitive Maps and Urban Travel. In Handbook of Transport Geography and Spatial Systems (pp. 501-512). https://doi.org/10.1108/9781615832538-028
    Hanna, S. P. (2010). Maps and Diagrams. In B. Gomez & J. P. J. III (Eds.), Research Methods in Geography: A Critical Introduction (pp. 259-278).
    Hart, R. A., & Moore, G. T. (1973). The development of spatial cognition: A review. AldineTransaction.
    Hegarty, M., Richardson, A., Montello, D., Lovelace, K., & Subbiah, I. (2002). Development of a self-report measure of environmental spatial ability. Intelligence, 30(5), 425-447. https://doi.org/10.1016/S0160-2896(02)00116-2
    Hergan, I., & Umek, M. (2016). Comparison of children's wayfinding, using paper map and mobile navigation. International Research in Geographical and Environmental Education, 26(2), 91-106. https://doi.org/10.1080/10382046.2016.1183935
    Hurst, P., & Clough, P. (2013). Will we be lost without paper maps in the digital age? Journal of Information Science, 39(1), 48-60. https://doi.org/10.1177/0165551512470043
    Ishikawa, T. (2018). Satellite Navigation and Geospatial Awareness: Long-Term Effects of Using Navigation Tools on Wayfinding and Spatial Orientation. The Professional Geographer, 71(2), 197-209. https://doi.org/10.1080/00330124.2018.1479970
    Ishikawa, T., Fujiwara, H., Imai, O., & Okabe, A. (2008). Wayfinding with a GPS-based mobile navigation system: A comparison with maps and direct experience. Journal of Environmental Psychology, 28(1), 74-82. https://doi.org/10.1016/j.jenvp.2007.09.002
    Jacob, R. J. K., & Karn, K. S. (2003). Eye Tracking in Human-Computer Interaction and Usability Research Ready to Deliver the Promises. The Mind's Eye, 573-605. https://doi.org/https://doi.org/10.1016/B978-044451020-4/50031-1
    Jeanne Sholl, M., Acacio, J. C., Makar, R. O., & Leon, C. (2000). The Relation of Sex and Sense of Direction to Spatial Orientation in an Unfamiliar Environment. Journal of Environmental Psychology, 20(1), 17-28. https://doi.org/10.1006/jevp.1999.0146
    Just, M. A., & Carpenter, P. A. (1976). Eye fixations and cognitive processes. Cognitive Psychology, 8(4), 441-480. https://doi.org/https://doi.org/10.1016/0010-0285(76)90015-3
    Keskin, M., Ooms, K., Dogru, A. O., & De Maeyer, P. (2018). Digital sketch maps and eye tracking statistics as instruments to obtain insights into spatial cognition. J Eye Mov Res, 11(3). https://doi.org/10.16910/jemr.11.3.4
    Koletsis, E., van Elzakker, C. P. J. M., Kraak, M.-J., Cartwright, W., Arrowsmith, C., & Field, K. (2017). An investigation into challenges experienced when route planning, navigating and wayfinding. International Journal of Cartography, 3(1), 4-18. https://doi.org/10.1080/23729333.2017.1300996
    Kozlowski, L. T., & Bryant, K. J. (1977). Sense of direction, spatial orientation, and cognitive maps. Journal of Experimental Psychology: Human Perception and Performance, 3(4), 590-598. https://doi.org/https://doi.org/10.1037/0096-1523.3.4.590
    Lei, T.-C., Wu, S.-C., Chao, C.-W., & Lee, S.-H. (2014). Evaluating differences in spatial visual attention in wayfinding strategy when using 2D and 3D electronic maps. GeoJournal, 81(2), 153-167. https://doi.org/10.1007/s10708-014-9605-3
    Liao, H., Dong, W., Huang, H., Gartner, G., & Liu, H. (2018). Inferring user tasks in pedestrian navigation from eye movement data in real-world environments. International Journal of Geographical Information Science, 33(4), 739-763. https://doi.org/10.1080/13658816.2018.1482554
    Liao, H., Dong, W., Peng, C., & Liu, H. (2016). Exploring differences of visual attention in pedestrian navigation when using 2D maps and 3D geo-browsers. Cartography and Geographic Information Science, 44(6), 474-490. https://doi.org/10.1080/15230406.2016.1174886
    Liao, H., Wang, X., Dong, W., & Meng, L. (2018). Measuring the influence of map label density on perceived complexity: a user study using eye tracking. Cartography and Geographic Information Science, 46(3), 210-227. https://doi.org/10.1080/15230406.2018.1434016
    Lloyd, R. (1989). Cognitive maps: Encoding and decoding information. Annals of the Association of American Geographers, 79(1), 101-124.
    Lloyd, R., & Bunch, R. L. (2004). Technology and Map‐Learning Users, Methods, and Symbols. Annals of the American Association of Geographers, 93(4), 828-850. https://doi.org/10.1111/j.1467-8306.2003.09304004.x
    Lloyd, R., & Heivly, C. (1987). Systematic distortions in urban cognitive maps. Annals of the Association of American Geographers, 77(2), 191-207.
    Lynch, K. (1960). The image of the city Cambridge MA, 208.
    Mark, D. M. (1993). Human spatial cognition. Human factors in geographical information systems, 51-60.
    McMahon, D. D., Smith, C. C., Cihak, D. F., Wright, R., & Gibbons, M. M. (2015). Effects of Digital Navigation Aids on Adults With Intellectual Disabilities. Journal of Special Education Technology, 30(3), 157-165. https://doi.org/10.1177/0162643415618927
    Michael Peer, Iva K. Brunec, Nora S. Newcombe, & Epstein, R. A. (2021). Structuring Knowledge with Cognitive Maps and Cognitive Graphs. Trends in Cognitive Sciences, 25(1), 37-54. https://doi.org/https://doi.org/10.1016/j.tics.2020.10.004.
    Montello, D. R. (2002). Cognitive map-design research in the twentieth century Theoretical and empirical approaches. Cartography and Geographic Information Science, 29(3), 283-304. https://doi.org/10.1559/152304002782008503
    Montello, D. R. (2005). Navigation. In The Cambridge Handbook of Visuospatial Thinking (pp. 257-294). https://doi.org/10.1017/cbo9780511610448.008
    Montello, D. R., Lovelace, K. L., Golledge, R. G., & Self, C. M. (1999). Sex-Related Differences and Similarities in Geographic and Environmental Spatial Abilities. Annals of the Association of American Geographers, 89(3), 515-534. https://doi.org/10.1111/0004-5608.00160
    Netzel, R., Ohlhausen, B., Kurzhals, K., Woods, R., Burch, M., & Weiskopf, D. (2016). User performance and reading strategies for metro maps: An eye tracking study. Spatial Cognition & Computation, 17(1-2), 39-64. https://doi.org/10.1080/13875868.2016.1226839
    Olsen, A. (2012). The Tobii I-VT fixation filter. Tobii Technology, 21, 4-19.
    Ooms, K., De Maeyer, P., & Fack, V. (2013). Study of the attentive behavior of novice and expert map users using eye tracking. Cartography and Geographic Information Science, 41(1), 37-54. https://doi.org/10.1080/15230406.2013.860255
    Ooms, K., Maeyer, P. D., & Fack, V. (2010). Analysing eye movement patterns to improve map design. In Geospatial Data and Geovisualization: Environment, Security, and Society, Special Joint Symposium of ISPRS Commission IV and AutoCarto 2010 in conjunction with ASPRS/CaGIS 2010 Special Conference, 38.
    Ooms, K., Maeyer, P. D., Fack, V., Assche, E. V., & Witlox, F. (2013). Investigating the Effectiveness of an Efficient Label Placement Method Using Eye Movement Data. The Cartographic Journal, 49(3), 234-246. https://doi.org/10.1179/1743277412y.0000000010
    Pedersen, P., Farrell, P., & McPhee, E. (2005). Paper versus Pixel: Effectiveness of Paper versus Electronic Maps To Teach Map Reading Skills in an Introductory Physical Geography Course. Journal of Geography, 104(5), 195-202. https://doi.org/10.1080/00221340508978984
    Popelka, S., & Brychtova, A. (2013). Eye-tracking Study on Different Perception of 2D and 3D Terrain Visualisation. The Cartographic Journal, 50(3), 240-246. https://doi.org/10.1179/1743277413y.0000000058
    Popelka, S., & Doležalová, J. (2015). Non-photorealistic 3D Visualization in City Maps: An Eye-Tracking Study. In Modern Trends in Cartography (pp. 357-367). https://doi.org/10.1007/978-3-319-07926-4_27
    Poucet, B. (1993). Spatial cognitive maps in animals: new hypotheses on their structure and neural mechanisms. Psychological review, 100(2), 163.
    Prestopnik, J. L., & Roskos–Ewoldsen, B. (2000). The Relations among Wayfinding Strategy Use, Sense of Direction, Sex, Familiarity, and Wayfinding Ability. Journal of Environmental Psychology, 20(2), 177-191. https://doi.org/10.1006/jevp.1999.0160
    Schweizer, K. (1997). Räumliche oder zeitliche Wissensorganisation?: zur mentalen Repräsentation der Blickpunktsequenz bei räumlichen Anordnungen. Pabst Science Publishers Verlag.
    Secor, A. (2010). Social surveys, interviews, and focus groups. Research methods in geography, 3, 194-205.
    Smerecnik, C. M., Mesters, I., Kessels, L. T., Ruiter, R. A., De Vries, N. K., & De Vries, H. (2010). Understanding the positive effects of graphical risk information on comprehension: measuring attention directed to written, tabular, and graphical risk information. Risk Anal, 30(9), 1387-1398. https://doi.org/10.1111/j.1539-6924.2010.01435.x
    Spence, I., & Feng, J. (2010). Video Games and Spatial Cognition. Review of General Psychology, 14(2), 92-104. https://doi.org/10.1037/a0019491
    Thorndyke, P. W., & Hayes-Roth, B. (1982). Differences in spatial knowledge acquired from maps and navigation. Cognitive Psychology, 14(4), 560-589. https://doi.org/https://doi.org/10.1016/0010-0285(82)90019-6
    Tu Huynh, N., & Doherty, S. T. (2007). Digital Sketch-Map Drawing as an Instrument to Collect Data about Spatial Cognition. Cartographica: The International Journal for Geographic Information and Geovisualization, 42(4), 285-296. https://doi.org/10.3138/carto.42.4.285
    Vaez, S., Burke, M., & Yu, R. (2019). Visitors' wayfinding strategies and navigational aids in unfamiliar urban environment. Tourism Geographies, 22(4-5), 832-847. https://doi.org/10.1080/14616688.2019.1696883
    Verghote, A., Al-Haddad, S., Goodrum, P., & Van Emelen, S. (2019). The Effects of Information Format and Spatial Cognition on Individual Wayfinding Performance. Buildings, 9(2). https://doi.org/10.3390/buildings9020029
    W.Backs, R., & C.Walrath, L. (1992). Eye movement and pupillary response indices of mental workload during visual search of symbolic displays. Applied Ergonomics, 23(4), 243-254. https://doi.org/https://doi.org/10.1016/0003-6870(92)90152-L
    Wakabayashi, Y. (1994). Spatial analysis of cognitive maps. Geographical Reports of Tokyo Metropolitan University, 29, 57-102.
    Wallet, G., Sauzéon, H., Rodrigues, J., & N’Kaoua, B. (2009). Transfer of spatial knowledge from a virtual environment to reality: Impact of route complexity and subject’s strategy on the exploration mode. JVRB-Journal of Virtual Reality and Broadcasting, 6(4).
    Wolbers, T., & Hegarty, M. (2010). What determines our navigational abilities? Trends Cogn Sci, 14(3), 138-146. https://doi.org/10.1016/j.tics.2010.01.001
    Zenrin. (2018). Survey on the use of maps 2018. Zenrin Co., Ltd. Retrieved September 10 from https://www.zenrin.co.jp/product/article/map-18/index.html
    Zheng, M.-C. (2020). Influences of different underground station map designs on map-reading and wayfinding. GeoInformatica, 24(3), 531-555. https://doi.org/10.1007/s10707-020-00396-w
    Zomer, L.-B., Schneider, F., Ton, D., Hoogendoorn-Lanser, S., Duives, D., Cats, O., & Hoogendoorn, S. (2019). Determinants of urban wayfinding styles. Travel Behaviour and Society, 17, 72-85. https://doi.org/10.1016/j.tbs.2019.07.002

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