In this paper, DeepCite, a content-based hybrid neural network citation recommendation method is proposed. First, the BERT model was used to extract the high-level semantic representation vectors in the text, then the multi-scale CNN model and BiLSTM model were used to obtain the local ...
This chapter discusses content-based recommendation systems, i.e., systems that recommend an item to a user based upon a description of the item and a profile of the user's interests. Content-based recommendation systems may be used in a variety of domains ranging from recommending web pages,...
Content-Based Citation Recommendation Abstract: We present a content-based method for recommending citations in an academic paper draft. We embed a given query document into a vector space, th... C Bhagavatula,S Feldman,R Power,... 被引量: 5发表: 2018年 An Efficient Audio Watermarking Algor...
Citation Excerpt : The former analyzes the profiles of users or items and generates predictions based on the features what users like. It has been widely used in recommendation for recruitment industry (Bansal, Srivastava, & Arora, 2017), clinical medicine (Khodambashi, Perry, & Nytrø, 2015)...
The underlying full-text and citation data is taken from the Case Law Access Project and CourtListener. Scripts for data preprocessing are in ./datasets. mkdir -p ./data/ocb ./data/wikisource # Open Case Book wget https://github.com/malteos/legal-document-similarity/releases/download/1.0/...
2460 Accesses 3 Citations 1 Altmetric Metrics details Abstract During the COVID-19 pandemic, the flipped classroom (FC) approach has been a prominent teaching and learning strategy. Despite its popularity, few studies have been undertaken to effectively measure student learning experiences in an FC ...
At step 508, the recommendation engine 306 within the personalization server 106 analyzes the pattern of behavior selected in step 504 to identify digital content that should be recommended to the user(s) of the endpoint device 108. The recommendation is based on the different actions or digital...
As the interviewer moves away from the recommendation to first use open ended follow-up questions, it is hard to assess to what extent the evaluative question was needed for the child to verbalise negative sensations. 3.3. Types of evaluative information included in the children’s statements In...
Samples of powdered infant formula (5 g) were suspended in 30 mL of milliQ boiled water cooled to 40–50 °C according to the manufacturer’s recommendation. Next, the samples were shaken by hand for 2 min. 2.5 mL of suspended infant formula, liquid infant formula and mothers’ milk were...
15k Accesses 37 Citations 7 Altmetric Metrics details Abstract Background Peer review is assumed to improve the quality of research reports as tools for scientific communication, yet strong evidence that this outcome is obtained consistently has been elusive. Failure to distinguish between aspects of ...