Recommendation System for Research Studies Based on GCR

推荐系统 计算机科学 领域 稀缺 互联网 能力(人力资源) 数据科学 排名(信息检索) 万维网 个性化 人气 情报检索 心理学 微观经济学 社会心理学 政治学 法学 经济
作者
D. Dhinakaran,Dileep Kumar,S Dinesh,D. Selvaraj,K. Srikanth
标识
DOI:10.1109/mecon53876.2022.9751920
摘要

Recommender systems are becoming increasingly popular on the internet in recent years. The research has advanced by developing numerous iterations of personalized recommendation systems to increase suggestion effectiveness, use, and accessibility. Intelligence graph-based suggestions had already increasingly gained traction in industry and academia due to their ability to focusing on the following scarcity and performance problems. In this study, we present a novel approach that is based on a ranking-oriented personalized recommendation framework that autonomously suggests items of possible interest to viewers. To enhance predictions, the proposed method makes use of comparable author affiliations across articles. With an author-based search pattern, the system suggests papers to individual and special events to all scholars to help individuals gain more competence in their subject of interest. The approach does this by combining articles featuring comparable author affiliations and the author who appears the much more frequently. We demonstrate that the suggested algorithm performs better previous examine in the realm of research article recommendation.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
起承转合发布了新的文献求助10
刚刚
LSJ发布了新的文献求助10
刚刚
CcC关注了科研通微信公众号
1秒前
安生完成签到 ,获得积分10
2秒前
Hua发布了新的文献求助10
3秒前
舒服的牛排完成签到,获得积分10
3秒前
3秒前
3秒前
毛爱民完成签到,获得积分10
3秒前
4秒前
4秒前
5秒前
mzry发布了新的文献求助10
5秒前
6秒前
6秒前
花纸鸳完成签到,获得积分10
6秒前
脑洞疼应助zyy采纳,获得10
7秒前
7秒前
毛爱民发布了新的文献求助10
8秒前
可爱的函函应助小毛采纳,获得10
8秒前
充电宝应助夏夏采纳,获得10
8秒前
砍柴少年发布了新的文献求助10
9秒前
可爱的函函应助wa采纳,获得10
9秒前
能干冰露完成签到,获得积分10
9秒前
niu完成签到 ,获得积分10
10秒前
111发布了新的文献求助10
10秒前
11秒前
青萝发布了新的文献求助10
12秒前
ani完成签到,获得积分10
12秒前
超级尔白发布了新的文献求助10
13秒前
13秒前
丘比特应助pufanlg采纳,获得10
13秒前
13秒前
13秒前
勤劳寒烟完成签到,获得积分10
13秒前
14秒前
zzzzz发布了新的文献求助10
14秒前
漂亮的素完成签到,获得积分20
15秒前
15秒前
高分求助中
Production Logging: Theoretical and Interpretive Elements 2700
Mechanistic Modeling of Gas-Liquid Two-Phase Flow in Pipes 2500
Kelsen’s Legacy: Legal Normativity, International Law and Democracy 1000
Handbook on Inequality and Social Capital 800
Conference Record, IAS Annual Meeting 1977 610
Interest Rate Modeling. Volume 3: Products and Risk Management 600
Interest Rate Modeling. Volume 2: Term Structure Models 600
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3546764
求助须知:如何正确求助?哪些是违规求助? 3123808
关于积分的说明 9356884
捐赠科研通 2822427
什么是DOI,文献DOI怎么找? 1551441
邀请新用户注册赠送积分活动 723417
科研通“疑难数据库(出版商)”最低求助积分说明 713756