https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/765 Search the Channel s https://tkuir.lib.tku.edu.tw/dspace/simple-search https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128901 title: AI時代的「所謂的人」：數位平台演算法邏輯下的主體性重構—以 Instagram-Threads綁定機制為例 Thu, 19 Mar 2026 04:05:48 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128900 title: 超越人類中心主義：以Jussi Parikka生態媒介物質論重探人工智慧研究 Thu, 19 Mar 2026 04:05:46 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128899 title: 從隱形到可見：「基礎設施的倒置」作為人工智慧批判研究的方法提案 Thu, 19 Mar 2026 04:05:44 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128866 title: 雙色調資訊圖表中彩度對比對視覺可讀性與使用者經驗之影響研究 Tue, 17 Mar 2026 04:10:14 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128865 title: The Effect of Chroma Contrast in Infographic Color Design on the Viewer’s Reading Experience Tue, 17 Mar 2026 04:10:12 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/128019 title: Enhancement of Learning Effect for Performance-Lagged Students in Computer Programming Thu, 25 Sep 2025 04:05:13 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/127863 title: 從隱形到可見： 「基礎設施的倒置」作為人工智慧批判研究的方法提案 abstract: 本研究提出「基礎設施的倒置」作為理解人工智慧系統的方法論工具，探討 其如何揭示構成人工智慧的多重元素，並重新思考人工智慧的本體性質。當代研 究中人工智慧常被視為純粹的演算法或技術工具，其物質基礎與社會關係網絡被 技術論述所掩蓋，呈現出類似基礎設施的特性—在正常運作時保持不可見，而僅 在失效時才進入公眾視野。 通過系統回顧 Bowker 提出的「基礎設施的倒置」概念及其在科學技術研究 中的發展，本文識別出此方法提案與人工智慧研究間的理論連結。基礎設施的倒 置，通過有意識地將背景元素帶入前台，揭示了四個構成人工智慧的關鍵層面： 物質基礎設施（硬體、能源、網絡）、社會關係網絡（標註工人、工程師、使用 者）、演算法邏輯與數據結構，以及權力結構與社會影響。這四個面向，不僅是 支持人工智慧運作的外部條件，更是構成其本質的內在元素。 本文進一步整合 Parikka 的媒介地質學視角，探討地質資源如何構成人工智 慧的「前媒介」，將 AI 系統的本體理解擴展至礦物、能源、稀土等物質元素的地 質基礎。這種整合視角使我們認識到人工智慧不僅是以演算法或程式碼，更是由 地質資源、物質基礎設施、勞動網絡、社會關係和權力結構共同構成的複雜系統。 本研究的理論貢獻在於：一方面，它為批判性人工智慧研究提供了更具結構 的方法論工具，使隱藏的機制、權力結構與社會影響得以浮現；另一方面，它擴 展了對人工智慧本質的理解，超越功能性描述，揭示其作為深層基礎設施如何形 塑社會現實與認知條件。這一視角不僅連接了媒介研究與人工智慧研究，更為負 責任、公平與民主的技術發展提供了理論基礎。 <br> Fri, 19 Sep 2025 04:08:02 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/127862 title: 超越人類中心主義：以Jussi Parikka生態媒介物質論重探人工智慧研究 abstract: 本研究以 Jussi Parikka 的生態媒介物質論為理論基礎，探討如何拓展非人類 中心主義的人工智慧研究視野。在人工智慧技術快速發展的今日，主流研究往往 從人類中心觀點理解 AI，將其視為人類智慧的模擬或工具延伸。這種觀點不僅 限制了我們對 AI 本質的理解，也忽視了技術系統的物質基礎及其廣泛的生態關 連。本研究透過文獻分析，首先指出主流人工智慧研究中的人類中心主義傾向， 並探討其理論侷限。 本研究進一步剖析 Parikka 的媒介生態學三部曲：《數位傳染》、《媒介昆蟲》 及《媒介地質學》中所發展的生態媒介物質論，分析其核心概念，如：非有機生 命、媒介物質性、媒介化石等，如何為理解人工智慧提供新的視角。研究特別關 注 Parikka 如何透過強調媒介的物質性範疇，揭示技術系統與地球物質循環之間 的深層連結，這一觀點對重新思考 AI 的物質基礎具有重要啟發。 本研究提出，發展非人類中心主義的人工智慧研究取向需關注三個關鍵面向： 技術系統的物質基礎、生態關連性，以及更長時間尺度上的環境影響。這三個面 向共同構成了「深層物質轉向」的分析視野，使我們能超越純粹功能導向或人類 中心的 AI 理解。在理論對話部分，本研究也進一步探討 Parikka 的觀點如何與新 物質論、後人類主義及深層生態學等思潮相互啟發，從而開展出更具生態意識的 技術理解方式。 本研究的潛在理論貢獻是，提供一種重新概念化 AI 的思考途徑，將 AI 視為 嵌入於更廣泛生態系統中的物質現象，而非僅是人類智慧的延伸或模擬。這種理 論視角的轉向在全球生態危機日益嚴峻的當代具有啟發意義，不僅有助於我們更 全面地理解 AI 技術的本質，更為發展具生態意識的科技實踐提供可能方向。 <br> Fri, 19 Sep 2025 04:08:00 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/127155 title: Virtual Reality Used to Enhance Learning Motivation of Computer Programming Thu, 20 Mar 2025 04:12:44 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/127154 title: 知識的缺口：論「暗知識」的論述與概念建構 Thu, 20 Mar 2025 04:12:42 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/126229 title: 資訊圖表色相與明度對比於不同性別閱讀體驗影響之研究 Fri, 20 Sep 2024 04:08:20 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/126228 title: 資訊圖表配色影響資訊閱讀與理解研究 Fri, 20 Sep 2024 04:08:16 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/126227 title: 從羅蘭巴特神話學論符號概念應用於信息設計的圖像形式之創作研究 Fri, 20 Sep 2024 04:08:12 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/126226 title: 視覺文本的多樣化呈現以電影圖表化之人物設定為例 Fri, 20 Sep 2024 04:08:08 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/126225 title: 信息設計應用於小說呈現上之創作研究-以村上龍小說為例 Fri, 20 Sep 2024 04:08:04 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125335 title: The practical philosophy of technology: The debate about existence, embodiment, and perception Fri, 15 Mar 2024 04:05:41 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125334 title: The bodily feelings of everyday life: Rethinking the philosophical implication about being and perception Fri, 15 Mar 2024 04:05:40 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125333 title: Rethinking/Reconfiguring media theory: A viewpoint from enactive approach. Fri, 15 Mar 2024 04:05:38 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125332 title: Evolving with technology: An analytical framework for embodied experience in the digital era Fri, 15 Mar 2024 04:05:37 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125330 title: Media archaeology of visual techniques: An exploration of practice-oriented approach Fri, 15 Mar 2024 04:05:36 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125331 title: Constructing an alternative genealogy of the Media: An examination of the micro-power relationship between planned-obsolescence and reuse in contemporary media studies Fri, 15 Mar 2024 04:05:36 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125329 title: Post-Friedrich Kittler's media approach: Proposing a theoretical framework for digital materialism Fri, 15 Mar 2024 04:05:34 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/125272 title: Less Abstractness, Higher Motivation: How Racing-Car Game-Based Learning Teaching Method Can Increase Students’ Computer Programming Languages Learning Wed, 13 Mar 2024 04:05:16 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/124446 title: Project: Teletopia Mon, 04 Sep 2023 04:05:28 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/124445 title: 以中間景觀做為新媒體研究的空間取徑： Instagram的景觀初探 abstract: 在社會領域研究中，經常將空間設為一種認知向度，用以觀察現代性與現代生活。 本研究延續將空間當作一種認識取徑的傳統，用其觀察 Instagram 的空間模式語言及使用文化，並分析空間中的生產和個人感受，以探索液態現代性時期人們在新媒體空間活動的樣貌。 本文乃探索性研究，首先回顧新一代傳播科技對社會空間和個人空間的影響，再勾勒將 Instagram 視為中間景觀的研究架構，透過訪談瞭解新媒體空間對自然層面（空間、時間、自我認識）的影響，以及空間對社會網絡（朋友、粉絲、廠商）的關係在造景後如何改變。 <br> Mon, 04 Sep 2023 04:05:27 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/123771 title: The Impact of Game-based Learning on Motivation and Engagement of Computer Programming Fri, 28 Apr 2023 11:31:14 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/123770 title: On-Site and "Be Water": The Hong Kong Documentaries on the 2019 Social Movement Fri, 28 Apr 2023 11:31:12 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/123769 title: 清法戰爭的水下文資調查：以 滬尾和基隆為例 Fri, 28 Apr 2023 11:31:11 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/123768 title: 大眾海洋教育推廣策略之初探 Fri, 28 Apr 2023 11:31:09 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/123767 title: 城市河域休閒遊憩創新應用之策略評估:以淡水、基隆河域為例 Fri, 28 Apr 2023 11:31:08 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/122080 title: A VAE Conversion Method for Private Data Linkage Tue, 25 Jan 2022 04:11:00 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/121426 title: 時序、主題及論述結構：以文本數據方法分析新冠肺炎的媒體再現 Thu, 30 Sep 2021 04:12:50 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/121200 title: In-between Fiction and Non-fiction: The Aesthetics and Politics of Independent Hong Kong Short Films in the Era of Social Protest abstract: Given the 2014 Hong Kong Umbrella Movement and the large-scale Anti-Extradition protests in 2019, Hong Kong filmmakers have been vigorously engaged in filmmaking, while intervening in the socio-political scenarios by referring to the current turbulent Hong Kong social movements with their filmic works. The term “post-Umbrella Movement films” has also been subsequently raised by the scholars and critics (Tam 2017; Lee 2017; Lee 2019) corresponding to Hong Kong’s socio-political conditions. However, most of the existing literature mainly focuses on the 2015 Hong Kong film “Ten Years” (Carrico 2017; Chan 2017; Fang 2018; Wu 2018; Lee 2019; Shi 2019; Wu 2020), whereas the researches on other filmic works regarding Hong Kong social protests are relatively lacking. Hence, this research aims to focus on several independent Hong Kong short films, while exploring how the filmic aesthetics and politics can be shown in these independent Hong Kong short films as the filmmakers’ response to the Anti-Extradition protests in 2019 particularly, as well as to the overall Hong Kong socio-political scenarios in general. To be specific, using four independent Hong Kong short films as case studies, which are “Night is Young” (dir. Kwok Zune, 2020), “After the Riots, Before the Liberation” (dir. Chung Hong Iu, 2020), “Stay If You Can/Go If You Must” (dir. Elysa Wendi, 2019), and “Room 525” (dir. Wai Shing Lee and Elysa Wendi, 2019), this research highlights the unique narrative strategies and experimental cinematic aesthetics intertwined with fictional images, non-fictional documentary footages of social protests, and photographic images in these independent Hong Kong short films. It also analyzes the interviews with the directors and their related discourses, alongside the issues in film production, circulation and (self-)censorship. Finally, this research examines independent Hong Kong short films vis-à-vis the filmic aesthetics and their political agency, while hoping to expand the research scope on the Hong Kong protest films and to build up more dialogues with the studies on contemporary Hong Kong cinema and the Hong Kong post-Umbrella Movement films. <br> Thu, 02 Sep 2021 04:15:09 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120213 title: Crowdsensing Route Reconstruction using Portable Bluetooth Beacon-based two-way network abstract: There have been plenty of R&D efforts to achieve precise indoor positioning of users. With weak or no GPS signals, Wifi / Bluetooth and other approaches such as ultrasonic and accelerometers has been used for indoor positioning. In this demo we focus on reconstructing visitors route using the combination of Bluetooth proximity tags and custom made Bluetooth Beacons. Bluetooth Beacons are usually used to emitting simple identification information for retrieval by a mobile app, which will in turn use this information to get own position from a mobile network. Our custom Bluetooth beacons has the capability to form a two-way network between Bluetooth Beacons, making it highly portable and very easy for deployment. We'll show how to setup the system and how to identify and reconstruct route information of visitors. The information can be used to improve user experience. <br> Sat, 13 Mar 2021 04:10:41 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120185 title: Building Bluetooth Beacon-based Network for Spatial-Temporal Data Collection abstract: Bluetooth beacons are usually configured to send out simple ID information. For the user to send own locational information to a remote server he/she must have a mobile phone with dedicated APP installed, as well as a working Inernet connection. In this study we build a network using Bluetooth beacons, which enables collection of locational information without the presence of Internet connection and mobile phones. Visitors wearing Bluetooth bracelets that broadcasts ID information can be detected by the Bluetooth beacons, and the information will be collected, buffered and relayed to a remote server that is capable of analyzing those information. Worked with a local theme park and performed some real world tests, it is found that this setup is a capable positioning/crowdsensing infrastructure. Preliminary results of data collection and analysis are also presented in this paper. <br> Fri, 12 Mar 2021 04:13:17 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120184 title: Crowdsensing Traces Visualization in Bluetooth Beacon-based Sensor Network Using Wearable Device abstract: Bluetooth beacons have been used to identify people's location. But due to its limited capability, mobile APPs and Internet connection are often needed to relay the ID information broadcasted by Bluetooth beacons. In this study we built a complete solution based on customized Bluetooth beacons and Bluetooth bracelets. The process is "inverted" as Bluetooth bracelets send out ID information and Bluetooth beacons receiving them. The received information will then be relayed through a two-way network built by the Bluetooth beacons and eventually to an Internet-connected PC and finally a server on the cloud. The beacons are also carefully tuned for power efficiency and can run on batteries for several weeks, enabling easy deployment. <br> Fri, 12 Mar 2021 04:13:13 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120183 title: K-aggregation: Improving Accuracy for Differential Privacy Synthetic Dataset by Utilizing K-anonymity Algorithm abstract: Enterprises and governments around the world have been attempting to leverage intelligence from the community by making formally in-house database available to the public for analyzing. The released data was often “anonymized”: sensitive attributes were removed from the dataset for privacy protection. However it is proved that masking sensitive attributes alone is not adequate for data protection. Differential privacy can be used to generate “synthetic dataset” that retain statistical properties of the original dataset and limit data-leaking risk at the same time, but there's always a trade-off between data privacy and utility. In this study we aggregate data counts across value with little counts to ease the problem of excessive error at the data value with small data count. Experiments show that K-aggregation has the potential to reduce error of count queries on value with smaller counts. Limitations of this approach are also discussed. <br> Fri, 12 Mar 2021 04:13:08 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120182 title: Using Data Mining Methods to Detect Simulated Intrusions on a Modbus Network abstract: In the era of Industry 4.0 we seek to create a smart factory environment in which everything is connected and well coordinated. Smart factories will also be connected to cloud service and/or all kinds of partners outside the boundary of the factory to achieve even better efficiency. However network connectivity also brings threats along with the promise of better efficiency, and makes Smart factories more vulnerable to intruders. There were already security incidents such as Iran's nuclear facilities' infection by the Stuxnet virus and German's steel mill destroyed by hackers in 2014. To protect smart factories from such threats traditional means of intrusion detection on the Internet could be used, but we must also refine them and have them adapted to the context of Industry 4.0. For example, network traffic in a smart factory might be more uniformed and predictable compared to the traffic on the Internet, but one should tolerate much less anomaly as the traffic is usually mission critical, and will cause much more loss once intrusion happens. The most widely used signature-based intrusion detection systems come with a large library of signatures that contains known attack have been proved to be very useful, but without the ability to detect unknown attack. We turn to supervised data mining algorithms to detect intrusions, which will help us to detect intrusions with similar properties with known attacks but not necessarily fully match the signatures in the library. In this study a simulated smart factory environment was built and a series of attacks were implemented. Neural network and decision trees were used to classify the traffic generated from this simulated environment. From the experiments we conclude that for the data set we used, decision tree performed better than neural network for detecting intrusion as it provides better accuracy, lower false negative rate and faster model building time. <br> Fri, 12 Mar 2021 04:13:04 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120181 title: Exploring the Relationship Between Dimensionality Reduction and Private Data Release abstract: It is important to facilitate data sharing between data owners and data analysts as data owners do not always have the ability to process and analyze data. For example, governments around the world are starting to release collected data to the public to leverage data analysis competence of the crowd. However, some privacy leakage incidents have made the public to rediscover the importance of privacy protection, leading to new privacy regulations. In existing researches dimensionality reduction has played an important role in private data release mechanisms to improve utility but its influence on privacy protection has never been examined. In this study, we perform a series of experiments and found that dimensionality reduction could provide similar privacy protection effects as K-anonymity mechanisms, and it could work as a preprocessor of K-anonymity process to it to reduce the generalization and suppression needed. <br> Fri, 12 Mar 2021 04:13:00 GMT https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/120180 title: Predicting Performance of Social Media Postings using Data Mining Methods Fri, 12 Mar 2021 04:12:55 GMT