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Self-supervised opinion summarization with multi-modal knowledge graph

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  1. Article

    Open Access

    Accuracy improvements for cold-start recommendation problem using indirect relations in social networks

    Recent advances in Internet applications have facilitated information spreading and, thanks to a wide variety of mobile devices and the burgeoning 5G networks, users easily and quickly gain access to informati...

    Fu Jie Tey, Tin-Yu Wu, Chiao-Ling Lin, Jiann-Liang Chen in Journal of Big Data (2021)

  2. Article

    Open Access

    Map** the technology evolution path: a novel model for dynamic topic detection and tracking

    Identifying the evolution path of a research field is essential to scientific and technological innovation. There have been many attempts to identify the technology evolution path based on the topic model or s...

    Huailan Liu, Zhiwang Chen, Jie Tang, Yuan Zhou, Sheng Liu in Scientometrics (2020)

  3. Chapter and Conference Paper

    Human Action Recognition Based on Sub-data Learning

    Human action recognizing nowadays plays a key role in varieties of computer vision applications while at the same time it’s quite challenging for the requirement of accuracy and robustness. Most current comput...

    Yang Chen, Tian Wang, Jiakun Li, **aowei Lv, Hichem Snoussi in Computer Vision (2017)

  4. Chapter and Conference Paper

    Image-Text Dual Model for Small-Sample Image Classification

    Small-sample classification is a challenging problem in computer vision and has many applications. In this paper, we propose an image-text dual model to improve the classification performance on small-sample d...

    Fangyi Zhu, **aoxu Li, Zhanyu Ma, Guang Chen, Pai Peng, **aowei Guo in Computer Vision (2017)

  5. Chapter and Conference Paper

    I Read the News Today, Oh Boy

    Human speakers do not create metaphors in a vacuum. Our rhetorical urges are tempered by a variety of contextual factors, such as ethos (does a metaphor reflect my values?), relevance (does a metaphor speak to my...

    Tony Veale, Hanyang Chen, Guofu Li in Distributed, Ambient and Pervasive Interactions (2017)

  6. Chapter and Conference Paper

    A Study of Product Form Design Using the Theory of Archetypes

    The objective of this paper is to design product forms by using the theory of archetypes. The investigation contains three topics and there are three main steps. The first step is to develop the personality ad...

    Meng-Dar Shieh, Fang-Chen Hsu in Universal Access in Human-Computer Interac… (2016)

  7. Chapter and Conference Paper

    The Influence of Numerical Displays on Human Performance in the Manual RVD Task

    The present study aims to identify the influence of the display of numerical data on human performance in the manually controlled rendezvous and docking (manual RVD) task. Two display schemes were designed and...

    Wang Liu, Yu Tian, Chunhui Wang in Human Interface and the Management of Info… (2016)

  8. Chapter and Conference Paper

    The Effect of the Transition Design of Artwork to the Purchasing Demand - A Case Study of Apparel Design

    Under the standard of mass production, how to apply different elements to the apparel in customized space is an issue concerned by the designer. The energy from the artist is inexhaustible. If it can be extend...

    Chi-Ying Hung, Chung-Liang Chen in Cross-Cultural Design (2016)

  9. Chapter and Conference Paper

    Experimental Study on Discrimination Thresholds for Haptic Perception of Size in Manual Operation

    Objective: This experimental study was designed to measure discrimination thresholds for haptic perception of size in manual operation. Methods: Common manual operation modes with finger pressing or pulling, t...

    Ai-** Yang, Guang Cheng, Wen-yu Fu in Digital Human Modeling: Applications in He… (2016)

  10. Chapter and Conference Paper

    Improvement Design of the Clinical Upper Extremity Rehabilitation Product for Stroke Patients

    The purpose of this study was to survey the usage problems and needs of the traditional UERE and commercial digital videogames applied in rehabilitation, and summarize a guideline for improvement design of the...

    Lan-Ling Huang, Hsi-Hsun Yang in Design, User Experience, and Usability: No… (2016)

  11. Chapter and Conference Paper

    Service Mining for Internet of Things

    A service mining framework is proposed that enables discovering interesting relationships in Internet of Things services bottom-up. The service relationships are modeled based on spatial-temporal aspects, envi...

    Bing Huang, Athman Bouguettaya, Hai Dong, Liang Chen in Service-Oriented Computing (2016)

  12. Chapter and Conference Paper

    Personalized API Recommendation via Implicit Preference Modeling

    With a huge amount of APIs on the Internet, understanding users’ complex needs and preferences for APIs becomes an important task. In this paper, we aim to uncover users’ implicit needs for APIs and recommend ...

    Wei Gao, Liang Chen, Jian Wu, Hai Dong, Athman Bouguettaya in Service-Oriented Computing (2016)

  13. Chapter and Conference Paper

    WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge

    Despite the emergence and growth of numerous large knowledge graphs, many basic and important facts about our everyday world are not readily available on the Web. To address this, we present WebBrain, a new ap...

    Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman in The Semantic Web – ISWC 2016 (2016)

  14. Chapter and Conference Paper

    Meta-Path Based Service Recommendation in Heterogeneous Information Networks

    In the scenario of service recommendation, there are multiple object types (e.g. services, mashups, categories, contents and providers) and rich relationships among these objects, which naturally constitute a ...

    Tingting Liang, Liang Chen, Jian Wu, Hai Dong in Service-Oriented Computing (2016)

  15. Chapter and Conference Paper

    Sequential Labeling with Online Deep Learning: Exploring Model Initialization

    In this paper, we leverage both deep learning and conditional random fields (CRFs) for sequential labeling. More specifically, we explore parameter initialization and randomization in deep CRFs and train the w...

    Gang Chen, Ran Xu, Sargur N. Srihari in Machine Learning and Knowledge Discovery i… (2016)

  16. Chapter and Conference Paper

    Optimizing Workload Category for Adaptive Workload Prediction in Service Clouds

    It is important to predict the total workload for facilitating auto scaling resource management in service cloud platforms. Currently, most prediction methods use a single prediction model to predict workloads...

    Chunhong Liu, Yanlei Shang, Li Duan, Shi** Chen in Service-Oriented Computing (2015)

  17. Chapter and Conference Paper

    Experimental Study on Grip Ergonomics of Manual Handling

    Improper design for the grip structure will lead to inefficient operation or work injuries. The study purpose was to simulate the shape, size, and position of a grip** structure by using a 30 kg rectangular ...

    Ai-** Yang, Guang Cheng, Wen-yu Fu in Digital Human Modeling. Applications in He… (2015)

  18. Chapter and Conference Paper

    Develo** a Digital Game for Domestic Stroke Patients’ Upper Extremity Rehabilitation – Design and Usability Assessment

    Digital games have been proven effective in upper extremity rehabilitation for stroke patients in addition to arousing higher motivation and feelings of pleasure. A well designed upper extremity rehabilitation...

    Lan-Ling Huang, Mei-Hsiang Chen in Universal Access in Human-Computer Interac… (2015)

  19. Chapter and Conference Paper

    Search in One’s Hand: How Users Search a Mobile Library Catalog

    With the rapid growth of mobile devices, mobile websites become an important channel of library resources and services. The mobile catalog is often significantly different from its desktop version in interface...

    Tao Zhang, ** Niu, Liugen Zhu in Human Interface and the Management of Info… (2015)

  20. Chapter and Conference Paper

    CASE: A Platform for Crowdsourcing Based API Search

    With the rapid growth of Web APIs on the Internet, searching appropriate APIs is becoming a challenging problem. General API search systems (e.g., ProgrammableWeb) implement API search through simple keywords ...

    Tingting Liang, Liang Chen, Zhining **e, Wei Yang, Jian Wu in Service-Oriented Computing (2015)

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