Heng-Li Yang’s research while affiliated with National Chengchi University and other places

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Publications (91)


Evaluation factors of adopting smart home IoT: The hybrid fuzzy MCDM approach for robot vacuum
  • Article

June 2024

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27 Reads

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1 Citation

Journal of Ambient Intelligence and Smart Environments

Heng-Li Yang

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Bo-Yi Li

With the vigorous development of information technology, the applications of the Internet of Things (IoT) have become increasingly common in recent years. Robot vacuum has become a popular and representative product in smart homes. This study proposed a hybrid fuzzy multi-criteria decision-making (MCDM) model that applied fuzzy analytic network process (FANP) and decision-making trial and evaluation laboratory (DEMATEL) to analyze the critical factors evaluated by users when adopting a robot vacuum. It was found that the top two dimensions in order are “epistemic value” and “functional value”; and the top five factors in order are “novelty”, “exploratory”, “family information infrastructure”, “family consensus”, and “reliability”. Significant influential and affected factors were identified. Gender differences in decision-making factors are also discussed.





Experiment procedure
The privacy victim experience of SoLoMo services: impact on trust, service quality, and privacy concerns
  • Article
  • Publisher preview available

November 2021

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42 Reads

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2 Citations

Service Business

Social-local-mobile (SoLoMo) service integrates social network services and location-based services via mobile devices to fulfill user requirements. However, while using SoLoMo services, users need to disclose personal information. The potential consequences to the users, when such sensitive information is exposed in different scenarios, are ambiguous. In this study, privacy regulation theory and multidimensional developmental theory of privacy were applied, and scenario-based experiments were conducted to understand the users’ trust, service quality, and privacy concerns. The results reveal that the experiences of victims of privacy leaks or social embarrassment would lead to decreased trust and service quality, and heighten privacy concerns.

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Citations (75)


... al. 2022), etc. The closest research to this study were by Kumar and Singh (2020), Yang et al. (2024) and Kumcu et al. (2024). Kumar and Singh (2020) implemented Technique for Order Preference by Similarity to Ideal Solutions (TOPSIS) to evaluate vacuum cleaners, where they used equal criteria weights. ...

Reference:

Assessment of Vacuum Cleaner Motors with F-AHP- PROMETHEE II
Evaluation factors of adopting smart home IoT: The hybrid fuzzy MCDM approach for robot vacuum
  • Citing Article
  • June 2024

Journal of Ambient Intelligence and Smart Environments

... The detection and identification of slang have long been significant challenges in NLP due to the constantly evolving nature of informal language. Early study relied on traditional rule-based approaches and static slang dictionaries to identify non-standard expressions in text [16]. These methods, while effective in detecting known slang, often struggled to keep pace with rapidly changing linguistic trends, especially in online communities where new slang emerges frequently. ...

Can Generative AI Eliminate Speech Harms? A Study on Detection of Abusive and Hate Speech during the COVID-19 Pandemic
  • Citing Conference Paper
  • October 2023

... Moreover, applications have also become more popular for providing services relating to specific situations using everyday records [3]. For example, people perform many activities that involve recording daily events, such as taking photos with a camera, writing in a diary, and using social network services (SNS) [4][5][6]. Although merely recording events can be useful, it is important to record daily behavior and life, as well as to perform a meaningful analysis of individual patterns and trends. ...

A Deep Learning Approach to Extract Integrated Meaningful Keywords from Social Network Posts with Images, Texts and Hashtags
  • Citing Chapter
  • January 2022

Smart Innovation

... According to Coeurderoy et al. (2014), up to 66% of EIS implementation projects can be considered failures. Such a failure occurs when the implementation does not deliver the expected benefits or returns, usually because of a mismatch between the systems and the organizations using them (Yang and Lin 2021). Using softwareas-a-service (SaaS) can be an alternative to traditional EIS implementation. ...

The privacy victim experience of SoLoMo services: impact on trust, service quality, and privacy concerns

Service Business

... Moreover, Li et al. (2015) adopted AHP to analyse various mobile advertisements, such as pop-ups ads and banner ads embedding in free mobile Apps to find out the advertising effectiveness and privacy risks to consumers. In addition, Yang et al. applied fuzzy AHP method to examine the factors evaluated by consumers while considering to turn on the GPS functions for receiving location-based advertisements (Yang et al., 2019). ...

Would you Turn-On GPS for LBA? Fuzzy AHP Approach
  • Citing Conference Paper
  • July 2019

... 2 Literature review 2.1 LBA service LBA service is the novel application in mobile advertising, and a new form of advertising media which combines the internet with mobile technologies (Yang and Lin, 2019b). At an early stage of development, online and internet advertisements were delivered to consumers through e-mails as the push platform. ...

The Decision of Building Location-Based Advertising Push Platform
  • Citing Conference Paper
  • August 2019

... 22,23 This pattern extends to collectivist societies like Japan and South Korea, 36,37 where social engagement motivates technological adoption for enhanced communication and integration. 38 Subjective norms critically determine usage behaviors, 39 with familial endorsement increasing adoption likelihood, while social isolation correlates with technological resistance. 40 This underscores the necessity of familial and communal support for technology acceptance. ...

The Reasons Why Elderly Mobile Users Adopt, Ubiquitous Mobile Social Service
  • Citing Article
  • December 2018

Computers in Human Behavior

... There are sometimes multiple repeat words in the lexicon with the same translations, only differing in sentiment score. This is due to words being used in different contexts having different sentiments (Yang and Chao, 2018). The simple sentiment analysis calculates sentence sentiment by adding all the sentiment scores of the first matched words/phrases sentiment scores and averaging them, regardless of the remaining words' sentiments. ...

Sentiment annotations for reviews: an information quality perspective
  • Citing Article
  • August 2018

Online Information Review

... The integration of advanced wireless technologies such as WiFi, 4G, and 5G along with precise-positioning technologies such as the Global Positioning System (GPS) in mobile devices has fuelled the growth of a plethora of applications that use location-based services (LBS) [1], [2]. The market for such applications is currently 50 billion USD and is anticipated to soar to 400 billion USD by 2030 (CAGR of 24.6%) [3], [4]. ...

User adoption of location-based service
  • Citing Conference Paper
  • March 2018