期刊简介

Big Data and Cognitive Computing (BDCC) 创刊于2017年，是面向计算机科学大数据与认知计算的国际性、跨学科、开放获取的学术期刊，主要发表与大数据、云计算、认知计算、人工智能通信、数据分析、移动大数据、认知学习、机器学习等相关主题的原创研究论文。期刊旨在将大数据理论与智能云新兴技术结合起来，并探索超级计算机的新应用。目前已被 Scopus, ESCI (Web of Science), dblp, Inspec, Ei Compendex等多个数据库收录。

期刊主页：https://www.mdpi.com/journal/BDCC

2024 Impact Factor: 4.4

2024 CiteScore: 9.8

Time to First Decision: 24.5 Days

Acceptance to Publication: 4.6 Days

01 期刊主题包括但不限于：

Scope 1: 大数据、云计算与物联网 (IoT)

大数据处理与分析

大数据完整性与隐私保护

大数据模型、算法与架构

大数据基础设施与系统

大数据在科学、互联网、金融、电信、商业、医学、医疗、政府、交通、工业、制造等领域的应用

云计算技术

云服务与应用

数据存储与管理

数据搜索与挖掘

物联网技术与架构

物联网传感与移动系统

物联网应用

Scope 2: 认知计算

人工智能算法与认知理论

情感/情绪/人格/心智计算

 6G语义通信

情绪认知

认知建模

认知信息学

认知传感器网络

认知机器人

跨媒体分析与推理

神经形态计算与认知算法

深度学习

数字孪生技术

认知脑健康

人机/机器人交互

机器学习及其在医学、生物、工业、制造、安全、教育等领域的应用

认知计算在健康监测、智能控制系统、生物信息学、智能制造、智能电网、图像/视频与信号处理等领域的应用

自然语言处理与语义认知

机器人及控制系统

02 主编简介

Prof. Dr. Min Chen

South China University of Technology, China

副主编简介

Prof. Dr. Giancarlo Fortino

University of Calabria, Italy

精选文章

Enhancing Credit Card Fraud Detection: An Ensemble Machine Learning Approach

提升信用卡欺诈检测的集成机器学习方法

https://doi.org/10.3390/bdcc8010006

Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis

联邦学习与基于机器学习的医学图像分析方法综述

https://doi.org/10.3390/bdcc8090099

Generative Artificial Intelligence: Analyzing Its Future Applications in Additive Manufacturing

生成式人工智能在增材制造中的未来应用分析

https://doi.org/10.3390/bdcc8070074

AI-Generated Text Detector for Arabic Language Using Encoder-Based Transformer Architecture

基于编码器架构的Transformer模型的阿拉伯语AI生成文本检测方法

https://doi.org/10.3390/bdcc8030032

LLMs and NLP Models in Cryptocurrency Sentiment Analysis: A Comparative Classification Study

大型语言模型与自然语言处理模型在加密货币情感分析中的比较分类研究

https://doi.org/10.3390/bdcc8060063

Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach

基于FinBERT、GPT-4与逻辑回归的创新股票价格情感分析与预测：一种数据驱动方法

https://doi.org/10.3390/bdcc8110143

LLM Fine-Tuning: Concepts, Opportunities, and Challenges

大型语言模型微调：概念、机遇与挑战

https://doi.org/10.3390/bdcc9040087

Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios

在数据稀缺与异质性场景下通过联邦学习改进合成数据生成

https://doi.org/10.3390/bdcc9020018

A Framework for Rapidly Prototyping Data Mining Pipelines

快速原型化数据挖掘流水线的框架

https://doi.org/10.3390/bdcc9060150

Modeling the Effect of Prior Knowledge on Memory Efficiency for the Study of Transfer of Learning: A Spiking Neural Network Approach

基于脉冲神经网络的先验知识对记忆效率影响建模及其在迁移学习研究中的应用

https://doi.org/10.3390/bdcc9070173

特刊推荐

Application of Cloud Computing in Industrial Internet of Things

Submission Deadline: 15 January 2026

Guest Editors: Dr. Muhammad Kazim, Dr. Mujeeb Ur Rehman and Dr. Stefan Kuhn

https://www.mdpi.com/journal/BDCC/special_issues/0P39B4D22H

Advances in Artificial Intelligence for Computer Vision, Augmented Reality Virtual Reality and Metaverse

Submission Deadline: 18 March 2026

Guest Editors: Dr. A F M Saifuddin Saif, Prof. Dr. Antonio Celesti, Dr. Yu-Sheng Lin and Dr. Edelberto Franco Silva

https://www.mdpi.com/journal/BDCC/special_issues/9X1Q7G9MBY

Advances in Complex Networks

Submission Deadline: 28 March 2026

Guest Editors: Prof. Dr. Domenico Ursino, Dr. Gianluca Bonifazi and Dr. Michele Marchetti

https://www.mdpi.com/journal/BDCC/special_issues/AEABINA594

Advances in Large Language Models for Biological and Medical Applications

Submission Deadline: 30 April 2026

Guest Editors: Dr. Irene Li and Dr. Ruihai Dong

https://www.mdpi.com/journal/BDCC/special_issues/3P317ZFSOO

Machine Learning Applications in Natural Language Processing

Submission Deadline: 20 May 2026

Guest Editors: Dr. Ying Weng, Prof. Dr. Kecheng Liu and Dr. Chao Li

https://www.mdpi.com/journal/BDCC/special_issues/24015C7R55

Internet Intelligence for Cybersecurity

Submission Deadline: 12 June 2026

Guest Editor: Prof. Dr. Hui Tian

https://www.mdpi.com/journal/BDCC/special_issues/OX7IW21W13

AI and Data Science in Sports Analytics

Submission Deadline: 30 June 2026

Guest Editors: Dr. Vangelis Sarlis and Prof. Dr. Christos Tjortjis

https://www.mdpi.com/journal/BDCC/special_issues/E01EAOH41D

Intelligent Integration of Sensing-Communication-Computing Continuum for Next-Generation Wireless Networks

Submission Deadline: 31 August 2026

Guest Editors: Prof. Dr. Li Zhu and Dr. Lei Liu

https://www.mdpi.com/journal/BDCC/special_issues/FIGB6S3IO8

Machine Learning Methodologies and Applications in Cybersecurity Data Analysis

Submission Deadline: 31 August 2026

Guest Editors: Prof. Dr. Biao Han, Dr. Xiaoyan Wang, Prof. Dr. Xiucai Ye and Dr. Na Zhao

https://www.mdpi.com/journal/BDCC/special_issues/BZ6H4530N4

Application of Machine and Deep Learning in Cyber-Physical Systems (CPSs)

Submission Deadline: 30 September 2026

Guest Editors: Dr. Yongxin Liu, Dr. Jian Wang, Dr. Shuteng Niu, Dr. Thomas Yang, Dr. Dahai Liu, Dr. Prashant Shekhar and Dr. Hong Liu

https://www.mdpi.com/journal/BDCC/special_issues/3M4609WG3U

期刊奖项

• 最佳论文奖

获奖公布时间：2026年6月30日

https://www.mdpi.com/journal/BDCC/awards/3603

• 杰出审稿人奖

获奖公布时间：2026年3月31日

https://www.mdpi.com/journal/BDCC/awards/3622

其他信息

• 主编精选文章

https://www.mdpi.com/journal/BDCC/editors_choice

• Big Data and Cognitive Computing (BDCC) Researchgate

https://www.researchgate.net/journal/Big-Data-and-Cognitive-Computing-BDCC-2504-2289

• 编委招募

https://www.mdpi.com/journal/BDCC/editors

作者指南

如您对投稿有任何疑问，欢迎阅读作者指南 (https://www.mdpi.com/journal/BDCC/instructions)，或联系期刊编辑部 (bdcc@mdpi.com)。