林培光｜山东财经大学｜学者主页

2026

基于大语言模型的动态审计预警机制研究

刘璇，曹栩，方昕莹，吕鹏，林培光

《经济责任审计》

2026

AD-SQL: An Optimization Model for Text-To-SQL Based on Audit Prompt Fusion and Step-By-Step Strategies

Xinyu Guo, Peng Lv, Mei Sun, Tianyu Yu, Peiguang Lin, Jing Su, Tian Zhou, Shizhen Sun

Communications in computer and information science

DOI

2026

KGIA-Model: A Knowledge Graph-Driven Text-To-SQL Model for Intelligent Auditing

Tianyu Yu, Peng Lv, Mei Sun, Xinyu Guo, Peiguang Lin, Jing Su, Tian Zhou, Shizhen Sun

Communications in computer and information science

DOI

2025

LSM-CAD: A Lightweight and Semantic-Guided Multi-Model Algorithm for Campus Anomaly Detection

Changao Wang, Ronghuai Luo, Mei Sun, Zhiping Zhang, Peiguang Lin

IEEE International Conference on Big Data (BigData)

DOI

2024

基于APDFinformer模型的金融数据的多元时序预测

朱晓彤，林培光，孙玫，崔超然

《南京大学学报(自然科学)》

2024

基于BSFinformer模型的金融数据特征选择及预测

朱晓彤，林培光，孙玫，王倩，李金玉，王杰茹

《南京大学学报(自然科学)》

2024

Reinforcement learning-based portfolio optimization with deterministic state transition

Guangle Song, Tianlong Zhao, Xiang Ma, Peiguang Lin, Chaoran Cui

Information Sciences

DOI

2024

Hierarchical Multitask Learning Model for Chinese Grammatical Error Detection

Muzhi Xi, Chao-Ran Cui, Chunyun Zhang, Guangle Song, Peiguang Lin, Xiaohui Han

2024 International Conference on Cyber-Physical Social Intelligence (ICCSI)

DOI

2023

“四新”背景下的赋能型计算机通识课程体系建设

蔡慧英，林培光

《中国成人教育》

2023

Video saliency detection via combining temporal difference and pixel gradient

Xiangwei Lu, Muwei Jian, Rui Wang, Xiangyu Liu, Peiguang Lin, Hui Ling Yu

Multimedia Tools and Applications

DOI

2022

基于板块效应的深度学习股价走势预测方法

李庆涛，林培光，王基厚，周佳倩，张燕，蹇木伟

《南京师范大学学报(工程技术版)》

2022

面向新工科人才培养的多措并举的概率统计原理及应用教学改革

张春云，崔超然，林培光

《计算机教育》

2022

MDDE：一种基于投资组合的金融市场趋势分析方法

周佳倩，林培光，李庆涛，王基厚，刘利达

《南京大学学报(自然科学)》

2021

新工科背景下案例驱动的混合式大数据课程建设研究——面向财经类院校

张燕，林培光

《中国成人教育》

2021

新文科背景下面向财经类高校的大学计算机课程建设

韩作生，林培光

《中国大学教学》

2021

基于行业背景差异下的金融时间序列预测方法

温玉莲，林培光

《南京大学学报(自然科学)》

DOI

2021

The practice of online and offline hybrid teaching design with MOOC class on the University Computer course

Youen Zhao, Peiguang Lin, Tianbing Xu

International Conference on Electronic Information Technology and Computer Engineering (EITCE)

DOI

2021

Burstiness-Aware Web Search Analysis on Different Levels of Evidences

Chen Zhang, Haodi Zhang, Qifan Li, Kaishun Wu, Di Jiang, Yuanfeng Song, Peiguang Lin, Lei Chen

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Video saliency detection based on temporal difference and pixel gradient

Xiangwei Lu, Muwei Jian, Rui Wang, Zhichao Yun, Peiguang Lin, Hui Ling Yu

International Conference on Automation and Computing (ICAC)

DOI

2021

Short-Term Stock Price Forecasting Based on an SVD-LSTM Model

Mei Sun, Qingtao Li, Peiguang Lin

Intelligent Automation & Soft Computing

DOI

2021

A Public Opinion Analysis System Based on Emotion Analysis in Linyi

Jiaqian Zhou, Jihou Wang, Qintao Li, Yulian Wen, Yan Zhang, Peiguang Lin

Journal of Physics Conference Series

DOI

2021

News Crawling Based on Python Crawler

Jihou Wang, Qintao Li, Jiaqian Zhou, Yulian Wen, Yan Zhang, Peiguang Lin

Journal of Physics Conference Series

DOI

2020

SCONV:一种基于情感分析的金融市场趋势预测方法

林培光，周佳倩，温玉莲

《计算机研究与发展》

2020

Social-sensed Image Aesthetics Assessment

Chaoran Cui, Peiguang Lin, Xiushan Nie, Muwei Jian, Yilong Yin

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2020

Cleaning Uncertain Data With Crowdsourcing - A General Model With Diverse Accuracy Rates

Chen Zhang, Haodi Zhang, Weiteng Xie, Nan Liu, Qifan Li, Di Jiang, Peiguang Lin, Kaishun Wu, Lei Chen

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

A simple detection and generation algorithm for simple circuits in directed graph based on depth-first traversal

Xiaoyan Gongye, Yutian Wang, Yulian Wen, Peiyao Nie, Peiguang Lin

Evolutionary Intelligence

DOI

2019

Problems and solutions of MOOC application in provincial colleges and universities

Jingya Wang, Peiguang Lin, Yu Li, Ruixia Xu, Peiyao Nie, Yuyan Xu

International Conference on Computer Science & Education (ICCSE)

DOI

2019

Research on the Problems and Countermeasures of the Co-construction of School-enterprise Cooperation in Undergraduate Colleges in Shandong Province

Yuyan Xu, Yu Li, Yixuan Wu, Peiguang Lin, Peiyao Nie, Jingya Wang

International Conference on Computer Science & Education (ICCSE)

DOI

2018

Burstiness in Query Log: Web Search Analysis by Combining Global and Local Evidences

Chen Zhang, Sen Zhang, Lei Chen, Peiguang Lin

Proceedings - International Conference on Data Engineering

DOI

2018

Cross-lingual analysis of English and Chinese web search

Peiguang Lin, Tong Zhang, Menglong Xia, Jin Zhou, Peiyao Nie

International Journal of Web and Grid Services

DOI

2018

Hierarchical feature fusion hashing for near-duplicate video retrieval

Xiushan Nie, Peiguang Lin, Ming-Zhe Yang, Yilong Yin

Scientia Sinica Informationis

DOI

2017

计算机类专业互联网金融方向知识体系构建

林培光，刘理争，聂秀山，王卿海

《计算机教育》

2017

基于改进的TF-IDF算法及共现词的主题词抽取算法

公冶小燕，林培光，任威隆，张晨，张春云

《南京大学学报(自然科学)》

2017

基于用户查询日志的网络搜索主题分析

张森，张晨，林培光，张春云，郭玉超，任威龙，任可

《智能系统学报》

2017

Hybrid textual-visual relevance learning for content-based image retrieval

Chaoran Cui, Peiguang Lin, Xiushan Nie, Yilong Yin, Qingfeng Zhu

Journal of Visual Communication and Image Representation

DOI

2016

互联网金融背景下财经类高校计算机专业人才培养模式改革探索

刘峥，林培光，陈才贤，张锐

《课程教育研究(中英文)》

2016

地方财经类高校计算机实践教学模式构建

聂秀山，林培光，马林元

《计算机教育》

2016

k-Multi-preference query over road networks

Peiguang Lin, Yilong Yin, Peiyao Nie

Personal and Ubiquitous Computing

DOI

2015

基于监督学习的微博情感分类方法

朱晓光，聂培尧，林培光

《计算机应用与软件》

2013

发布/订阅系统语义Web匹配算法

冯锡炜，汪俭华，冯瑶，林培光

《工程科学学报》

2013

种子事件与新颖事件演化关系的话题检测与追踪

胡耀斌，林培光，聂培尧，耿长欣，文卉

《网络安全与数据治理》

2012

JavaEE简明教程

林培光

《清华大学出版社》

2012

Analysis and Design of Internet Monitoring System on Public Opinion Based on Cloud Computing and NLP

Hui Wen, Peiguang Lin, HU Yao-bin

Lecture notes in computer science

DOI

2012

Research on the System of Public Opinion-Monitoring for Internet Based on Hadoop and Information Extraction Technology

Peiyao Nie, HU Yao-bin, Changxin Geng, Peiguang Lin

Communications in computer and information science

DOI

2011

操作系统同步辅导教程

林培光

《清华大学出版社》

2011

Research on the Method for WDB's Characteristics Extraction based on Independent Data Samples

Peiguang Lin, Changxin Geng

Procedia Engineering

DOI

2010

一种Web数据库大小估算新方法

金库，聂培尧，林培光

《信息技术与信息化》

2010

HSS-JS: Job-searcher for high school student based on Deep Web technology

Hui Wen, Peiguang Lin, Shuai Zhang, Huayang Zhang

DOI

2010

Design and implementation of job-search system based on javaEE

Peiguang Lin, Hui Wen, Suying Zhou

DOI

2010

Research on Distributed Knowledge Base System Architecture for Knowledge Sharing of Virtual Organization

Ruzhi Xu, Peiguang Lin, Cheng Liu

DOI

2009

基于Deep Web的图书搜索引擎系统设计

都艺兵，林培光

《计算机与数字工程》

2009

C-SHOIQ:描述逻辑SHOIQ的云扩展

刘杰，樊孝忠，陈康，林培光

《华南理工大学学报(自然科学版)》

2009

Easy-Shopping: A Deep Web-Based B2C System

Peiguang Lin, Ku Jin

International Conference on Internet Computing for Science and Engineering

DOI

2009

Emergency Preplan Knowledge Representation and Semantic Retrieval System Based on Ontology

Ruzhi Xu, Xiaoliang Dai, Feng Yang, Peiguang Lin

International Conference on Management of e-Commerce and e-Government

DOI

2009

A P2P Service Management Model for Emergency Response Using Virtual Service Pool

Feng Yang, Hui Wen, Wei Cheng, Kangkang Zhang, Peiguang Lin

Lecture notes in computer science

DOI

2008

基于本体和云理论的不确定知识表示

林培光，徐如志，余正涛

《计算机工程与应用》

2008

基于集合论的中文问答系统查询扩展(英文)

贾可亮，庞秀玲，林培光

《江西师范大学学报(自然科学版)》

2008

基于复杂特征集的剽窃检测

王涛，樊孝忠，林培光，陈康

《北京理工大学学报》

2008

一种新的电子政务“一站式服务”框架

林培光，徐如志

《微电子学与计算机》

2008

领域Web数据库查询接口的自动发现

林培光，吕超

《江西师范大学学报(自然科学版)》

2008

An Architecture for Agent-Based Distributed Component Repository

Ruzhi Xu, Dongsheng Chu, Zhikun Zhao, Kang-Kang Zhang, Peiguang Lin

International Seminar on Business and Information Management

DOI

2008

A Distributed Platform Based on HBWSP&XML for Net Resources Sharing

Peiguang Lin, Qiqi Chen

DOI

2008

Research on Middleware of Automatic Finding and Integration of Deep Web Query Interface

Peiguang Lin, Chao Lv, Ku Jin

DOI

2008

A New Knowledge Representation Method Based on Ontology and Cloud Theory

Peiguang Lin, Zhizheng Zhou

DOI

2008

Algorithm of On-line Generating Paper Based on Knapsack Problem

Peiguang Lin, Mei Sun

DOI

2008

Research on Automatic Classification for Deep Web Query Interfaces

Peiguang Lin, Yibing Du, Xiaohua Tan, Chao Lv

DOI

2008

Design and Implementation of GIS-Based Logistic Information System

Jianhe Guan, Peiguang Lin

DOI

2008

GROP: New Algorithm of Optimal Path for GIS-Based Logistics

Peiguang Lin, Ruzhi Xu, Peiyao Nie, Dongsheng Chu

DOI

2008

Personalized E-Commerce Recommendation Based on Ontology

Peiguang Lin, Feng Yang, Xiao Jin Yu, Qun Jie Xu

DOI

2008

Finding the WDB's Query Interface in Deep Web Automatically

Peiguang Lin, Ruzhi Xu, Zhimin Hong, Zhang Yan

DOI

2008

Research on Knowledge Share in a Virtual Organization

Ruzhi Xu, Feng Yang, Peiguang Lin, Shihu An

DOI

2008

Logic Inference-Based Semantic Web Service for KB Retrieval

Ruzhi Xu, Ningbo Zhang, Peiguang Lin, Zesheng Wang

DOI

2008

Query Expansion Based on Set Theory in Chinese Question Answering System

Peiguang Lin

Journal of Jiangxi Normal University

2008

xIR: Logic Inference-Based Retrieval Method for XML

Peiguang Lin, Guangyan Liu, Kangkang Zhang, Zhizheng Zhou

DOI

2008

An Ontology-Based & Distributed Service Model for EG

Peiguang Lin, Ruzhi Xu, Chao Lv, Ningbo Zhang

DOI

2007

基于语义网的分布式中文信息检索模型

林培光，樊孝忠

《计算机应用与软件》

2006

基于云理论的数据属性约简

林培光，汤世平，余正涛

《计算机应用》

2006

Cloud-ALC:描述逻辑ALC的不确定扩展

林培光，樊孝忠，邓擘

《广西师范大学学报(自然科学版)》

2006

A Distributed IR Model Based on Semantic Web

Peiguang Lin, Xiaozhong Fan, Ruzhi Xu, Haiyan Kang

Lecture notes in computer science

DOI

2005

信息检索策略性能的云模型评价方法

康海燕，李彦芳，林培光，樊孝忠

《中文信息学报》

精选作品

期刊论文

基于大语言模型的动态审计预警机制研究

AD-SQL: An Optimization Model for Text-To-SQL Based on Audit Prompt Fusion and Step-By-Step Strategies

KGIA-Model: A Knowledge Graph-Driven Text-To-SQL Model for Intelligent Auditing

LSM-CAD: A Lightweight and Semantic-Guided Multi-Model Algorithm for Campus Anomaly Detection

基于APDFinformer模型的金融数据的多元时序预测

基于BSFinformer模型的金融数据特征选择及预测

Reinforcement learning-based portfolio optimization with deterministic state transition

Hierarchical Multitask Learning Model for Chinese Grammatical Error Detection

“四新”背景下的赋能型计算机通识课程体系建设

Video saliency detection via combining temporal difference and pixel gradient

基于板块效应的深度学习股价走势预测方法

面向新工科人才培养的多措并举的概率统计原理及应用教学改革

MDDE：一种基于投资组合的金融市场趋势分析方法

新工科背景下案例驱动的混合式大数据课程建设研究——面向财经类院校

新文科背景下面向财经类高校的大学计算机课程建设

基于行业背景差异下的金融时间序列预测方法

The practice of online and offline hybrid teaching design with MOOC class on the University Computer course

Burstiness-Aware Web Search Analysis on Different Levels of Evidences

Video saliency detection based on temporal difference and pixel gradient

Short-Term Stock Price Forecasting Based on an SVD-LSTM Model

A Public Opinion Analysis System Based on Emotion Analysis in Linyi

News Crawling Based on Python Crawler

SCONV:一种基于情感分析的金融市场趋势预测方法

Social-sensed Image Aesthetics Assessment

Cleaning Uncertain Data With Crowdsourcing - A General Model With Diverse Accuracy Rates

A simple detection and generation algorithm for simple circuits in directed graph based on depth-first traversal

Problems and solutions of MOOC application in provincial colleges and universities

Research on the Problems and Countermeasures of the Co-construction of School-enterprise Cooperation in Undergraduate Colleges in Shandong Province

Burstiness in Query Log: Web Search Analysis by Combining Global and Local Evidences

Cross-lingual analysis of English and Chinese web search

Hierarchical feature fusion hashing for near-duplicate video retrieval

计算机类专业互联网金融方向知识体系构建

基于改进的TF-IDF算法及共现词的主题词抽取算法

基于用户查询日志的网络搜索主题分析

Hybrid textual-visual relevance learning for content-based image retrieval

互联网金融背景下财经类高校计算机专业人才培养模式改革探索

地方财经类高校计算机实践教学模式构建

k-Multi-preference query over road networks

基于监督学习的微博情感分类方法

发布/订阅系统语义Web匹配算法

种子事件与新颖事件演化关系的话题检测与追踪

JavaEE简明教程

Analysis and Design of Internet Monitoring System on Public Opinion Based on Cloud Computing and NLP

Research on the System of Public Opinion-Monitoring for Internet Based on Hadoop and Information Extraction Technology

操作系统同步辅导教程

Research on the Method for WDB's Characteristics Extraction based on Independent Data Samples

一种Web数据库大小估算新方法

HSS-JS: Job-searcher for high school student based on Deep Web technology

Design and implementation of job-search system based on javaEE

Research on Distributed Knowledge Base System Architecture for Knowledge Sharing of Virtual Organization

基于Deep Web的图书搜索引擎系统设计

C-SHOIQ:描述逻辑SHOIQ的云扩展

Easy-Shopping: A Deep Web-Based B2C System

Emergency Preplan Knowledge Representation and Semantic Retrieval System Based on Ontology

A P2P Service Management Model for Emergency Response Using Virtual Service Pool

基于本体和云理论的不确定知识表示

基于集合论的中文问答系统查询扩展(英文)

基于复杂特征集的剽窃检测

一种新的电子政务“一站式服务”框架

领域Web数据库查询接口的自动发现

An Architecture for Agent-Based Distributed Component Repository

A Distributed Platform Based on HBWSP&XML for Net Resources Sharing

Research on Middleware of Automatic Finding and Integration of Deep Web Query Interface

A New Knowledge Representation Method Based on Ontology and Cloud Theory

Algorithm of On-line Generating Paper Based on Knapsack Problem

Research on Automatic Classification for Deep Web Query Interfaces

Design and Implementation of GIS-Based Logistic Information System

GROP: New Algorithm of Optimal Path for GIS-Based Logistics

Personalized E-Commerce Recommendation Based on Ontology

Finding the WDB's Query Interface in Deep Web Automatically

Research on Knowledge Share in a Virtual Organization

Logic Inference-Based Semantic Web Service for KB Retrieval

Query Expansion Based on Set Theory in Chinese Question Answering System

xIR: Logic Inference-Based Retrieval Method for XML

An Ontology-Based & Distributed Service Model for EG

基于语义网的分布式中文信息检索模型

基于云理论的数据属性约简

Cloud-ALC:描述逻辑ALC的不确定扩展