Due to the viewing convenience for social media users' fragmented time, short video has become a new carrier network demands on information spread, news reading, contact, entertainment, and leisure. Therefore, recommendation is one of most important research topics in media. Current algorithms mainly focus detecting user's attributes, developing cross-domain so on, few researchers combine category multi-behavior together. This paper proposes content-based algorithm Category-aided...

Abstract This paper proposes a wireless network traffic prediction model based on Bayesian Gaussian tensor decomposition and recurrent neural with rectified linear unit (BGCP-RNN-ReLU model), which can effectively predict the changes in upstream downstream short period of time future. The research is divided into two parts: (i) missing observations are imputed by an algorithm decomposition. (ii) used to forecast true only rather than both estimated observations. results show that, compared...

The Fear of Being Single Scale (FOBS) is a widely used measure the fear being single, but its applicability to Chinese populations has not been established. This study aimed translate FOBS into and examine psychometric properties among college students. consisted three phases with samples (total n = 1768). In first phase (Sample 1: 571), an exploratory factor analysis (EFA) supported unidimensional structure 6 items for version (C-FOBS). second 2: 692), confirmatory (CFA) validated indicated...

Distributed Object Technology employs object resource, which distributes on the website joint points, to handle data, following by expanding applied range, development process of distributed software are more and complex. It is reuse that one most important ways reduce complexity development, as a result, much overlapping happened between technologies, moreover, component concept consequence two mutual promoting combining, this paper will discuss problem CORBA standard.

Background Reading interest plays an important role in predicting and regulating the literacy development of deaf children, but family factors influencing their reading have not been previously explored. The purpose this study was to explore effects parents' education home environment (HLE) on children. Method One hundred thirty‐two children from Grades 1 6 aged 8–15 China participated our study. parents these completed survey education, HLE children's interest. These variables were then...

As the largest microblogging service in China, Weibo is not only an important social media but also a source of human mobility data through its check-in service. We investigate relationship between mobility, accesses and events using large scale access dataset. Our findings indicate that places where subscribers cover small portion their visited locations, number exhibits long tail effect, indicating some browse frequently. Check-ins deviate from individuals' daily routines, they provide...

Abstract The study explores the influence of socioeconomic status (SES) on academic outcomes children with intellectual disability (ID), and role parental participation attitudes toward educational communicators in this process. A total 305 ID from special needs schools their parents teachers China completed survey. structural equation model was built to explore relation between factors. Results indicated SES not only positively predicts outcomes, but also through chain mediation towards...

Reading presents an unsolved difficulty for children with hearing loss and research on factors influencing their literacy development is very limited. This work aimed to study the influence of home environment (HLE) explore possible mediating effects reading interest parent-child relationship. 112 Chinese were surveyed scales HLE, development, interest, Result analysis showed that HLE significantly predicted this effect was no longer significant after including relationship as variables....

With the rise of social networking and awareness privacy protection, large-scale positioning data is getting harder to access while clickstream accumulating. It necessary conduct a comprehensive study on temporal property spatial distribution network's determine latent relationship between location semantics which semantically annotate locations help us understand purpose network user at certain particular time. In this paper, we first infer from Internet logs as our baseline large scale,...

Software component (SC) technology is regarded as the new hope of upgrading productivity SC, shortening date delivery, and raising quality software. The management, retrieval, orientation comprehension reusable SC are important factors to realize reuse software successfully. For many years, people use various methods tools express search, which have been key components library continue develop following by deep practice appearance technology. This article introduces status expression...

Digital economy is a new economic form, which has both positive and negative effects on employment. This paper first analyzes the impact of digital employment, that is, to continuously expand scale employment innovate patterns, improve quality raise level wages, bring about flexibility diversification Then, it Finally, puts forward countermeasures suggestions how promote role in

As a comprehensive information carrier, the short video is gaining increasing attention for user to spread information, read news and conduct interpersonal communication. Consequently, recommendation problem has been hot spot in field of recommender system. However, current algorithms have tackle with data sparsity cold start problem, which caused by small amounts that system accumulated massive while limited users' access.Aiming at start, paper proposes algorithm Social Weak-tie Bayesian...