![Loading...](https://link.springer.com/static/c4a417b97a76cc2980e3c25e2271af3129e08bbe/images/pdf-preview/spacer.gif)
-
Article
Open AccessAccuracy 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...
-
Article
Open AccessMap** 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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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 ...
-
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...
-
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 ...
-
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...
-
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...
-
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 ...
-
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...
-
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...
-
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 ...