-
Chapter and Conference Paper
Card Mini Program Design and Implementation Based on SCHOLAT Social Network
SCHOLAT is an academic social network service website designed and built specifically for scholars, learners, and course instructors. This article mainly designs and implements a SCHOLAT Card Mini Program base...
-
Article
DIRS-KG: a KG-enhanced interactive recommender system based on deep reinforcement learning
Recommender systems play a vital role in discovering contents of interest to users in this information explosion era. However, traditional recommender systems only consider user immediate feedback and tend to ...
-
Chapter and Conference Paper
Convolutional Self-attention Network for Sequential Recommendation
Sequential recommendation has important applications in many fields that need to predict users’ intentions from their historical behavior. Modeling for sequential recommendation is a challenging problem. In pa...
-
Chapter and Conference Paper
Prompt-Learning for Semi-supervised Text Classification
In the Semi-Supervised Text Classification (SSTC) task, the performance of the SSTC-based models heavily rely on the accuracy of the pseudo-labels for unlabeled data, which is not practical in real-world scena...
-
Chapter and Conference Paper
Informative Anchor-Enhanced Heterogeneous Global Graph Neural Networks for Personalized Session-Based Recommendation
Due to the anonymity of user sessions, most existing session-based recommender systems (SBRSs) cannot effectively learn user features, leading to failure to make personalized recommendations. Besides, these SB...
-
Chapter and Conference Paper
Academic Article Classification Algorithm Based on Pre-trained Model and Keyword Extraction
Text classification, which has extensive application in many fields, assigns a tag to a given piece of text. Academic articles are the most authoritative source of academic information and play an important ro...
-
Chapter and Conference Paper
SCHOLAT Link Prediction: A Link Prediction Dataset Fusing Topology and Attribute Information
Link prediction is an important research field on social network analysis. However, most existing link prediction datasets have not taken text attribute information into account. In this paper, we propose a no...
-
Chapter and Conference Paper
Scholar Knowledge Graph and Its Application in Scholar Encyclopedia
Knowledge graphs (KGs) are develo** rapidly and has a wide range of applications in various fields. But there have been relatively few Chinese encyclopedias with the scholar knowledge graph so far. Therefore...
-
Chapter and Conference Paper
Personalized Recommendation Based on Scholars’ Similarity and Trust Degree
With the rapid development of online social networks, academic social networks (ASNs) platforms are increasingly favored by researchers. For the scholar services built on the ASNs, recommending personalized re...
-
Article
Incorporating word attention with convolutional neural networks for abstractive summarization
Neural sequence-to-sequence (seq2seq) models have been widely used in abstractive summarization tasks. One of the challenges of this task is redundant contents in the input document often confuses the models a...
-
Chapter and Conference Paper
Implementation of Academic News Recommendation System Based on User Profile and Message Semantics
The development of academic social network has changed the way researchers make access to academic news. In this paper, we propose a news recommendation system to provide user personalized recommendation based...
-
Chapter and Conference Paper
Citation Based Collaborative Summarization of Scientific Publications by a New Sentence Similarity Measure
Next-generation network offers unrestricted access for researchers to all kinds of scientific publications, collaborative summarization systems are now being contemplated as a service that can help researchers...
-
Chapter and Conference Paper
Survey on Android Applications Security
Android plays a paramount role in mobile internet era and it is an extremely comfortable operating system to deploy in mobile devices. More and more security problems have been taken place on Android devices, ...
-
Chapter and Conference Paper
Ontology Combined Based on the Social Network Information
With the wide application of Web2.0 and SNS(Social Networking Systems), the scientific research activities in academic social networks are increasingly favored by scholars. Academic social networks not only cr...
