Random walks: A review of algorithms and applications
A random walk is known as a random process which describes a path including a
succession of random steps in the mathematical space. It has increasingly been popular in …
succession of random steps in the mathematical space. It has increasingly been popular in …
Paper recommender systems: a literature survey
In the last 16 years, more than 200 research articles were published about research-paper
recommender systems. We reviewed these articles and present some descriptive statistics in …
recommender systems. We reviewed these articles and present some descriptive statistics in …
Scientific paper recommendation: A survey
Globally, the recommendation services have become important due to the fact that they
support e-commerce applications and different research communities. Recommender …
support e-commerce applications and different research communities. Recommender …
Big scholarly data: A survey
With the rapid growth of digital publishing, harvesting, managing, and analyzing scholarly
information have become increasingly challenging. The term Big Scholarly Data is coined …
information have become increasingly challenging. The term Big Scholarly Data is coined …
Citesee: Augmenting citations in scientific papers with persistent and personalized historical context
When reading a scholarly article, inline citations help researchers contextualize the current
article and discover relevant prior work. However, it can be challenging to prioritize and …
article and discover relevant prior work. However, it can be challenging to prioritize and …
Temporal recommendation on graphs via long-and short-term preference fusion
Accurately capturing user preferences over time is a great practical challenge in
recommender systems. Simple correlation over time is typically not meaningful, since users …
recommender systems. Simple correlation over time is typically not meaningful, since users …
Context-aware recommender system: A review of recent developmental process and future research direction
K Haruna, M Akmar Ismail, S Suhendroyono… - Applied Sciences, 2017 - mdpi.com
Intelligent data handling techniques are beneficial for users; to store, process, analyze and
access the vast amount of information produced by electronic and automated devices. The …
access the vast amount of information produced by electronic and automated devices. The …
Citation recommendation: approaches and datasets
Citation recommendation describes the task of recommending citations for a given text. Due
to the overload of published scientific works in recent years on the one hand, and the need …
to the overload of published scientific works in recent years on the one hand, and the need …
Modeling and broadening temporal user interest in personalized news recommendation
User profiling is an important step for solving the problem of personalized news
recommendation. Traditional user profiling techniques often construct profiles of users …
recommendation. Traditional user profiling techniques often construct profiles of users …
Research paper recommender system evaluation: a quantitative literature survey
Over 80 approaches for academic literature recommendation exist today. The approaches
were introduced and evaluated in more than 170 research articles, as well as patents …
were introduced and evaluated in more than 170 research articles, as well as patents …