CN103729473A - 一种基于lda主题模型的相关软件历史数据提取方法 - Google Patents
一种基于lda主题模型的相关软件历史数据提取方法 Download PDFInfo
- Publication number
- CN103729473A CN103729473A CN201410029273.9A CN201410029273A CN103729473A CN 103729473 A CN103729473 A CN 103729473A CN 201410029273 A CN201410029273 A CN 201410029273A CN 103729473 A CN103729473 A CN 103729473A
- Authority
- CN
- China
- Prior art keywords
- software
- theme
- historical data
- topic model
- lda
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/70—Software maintenance or management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/31—Indexing; Data structures therefor; Storage structures
- G06F16/313—Selection or weighting of terms for indexing
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Debugging And Monitoring (AREA)
- Stored Programmes (AREA)
Abstract
Description
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410029273.9A CN103729473B (zh) | 2014-01-22 | 2014-01-22 | 一种基于lda主题模型的相关软件历史数据提取方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410029273.9A CN103729473B (zh) | 2014-01-22 | 2014-01-22 | 一种基于lda主题模型的相关软件历史数据提取方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103729473A true CN103729473A (zh) | 2014-04-16 |
CN103729473B CN103729473B (zh) | 2016-11-09 |
Family
ID=50453547
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410029273.9A Active CN103729473B (zh) | 2014-01-22 | 2014-01-22 | 一种基于lda主题模型的相关软件历史数据提取方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103729473B (zh) |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104090775A (zh) * | 2014-07-24 | 2014-10-08 | 扬州大学 | 一种基于动态主题模型的软件演化建模方法 |
CN104461558A (zh) * | 2014-12-22 | 2015-03-25 | 扬州大学 | 一种基于协相关主题模型的面向软件修改的个性化任务推荐方法 |
CN104572111A (zh) * | 2015-01-20 | 2015-04-29 | 扬州大学 | 一种基于相关主题模型的程序理解和特征定位方法 |
CN105095162A (zh) * | 2014-05-19 | 2015-11-25 | 腾讯科技(深圳)有限公司 | 文本相似度确定方法、装置、电子设备及系统 |
CN107103363A (zh) * | 2017-03-13 | 2017-08-29 | 北京航空航天大学 | 一种基于lda的软件故障专家系统的构建方法 |
CN107515898A (zh) * | 2017-07-22 | 2017-12-26 | 复旦大学 | 基于数据多样性和任务多样性的轮胎企业销售预测方法 |
CN109144564A (zh) * | 2018-09-08 | 2019-01-04 | 中山大学 | 一种基于历史修改模式的修改影响分析推荐方法及其系统 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20090254884A1 (en) * | 2008-04-08 | 2009-10-08 | Infosys Technologies Ltd. | Identification of topics in source code |
WO2012036598A1 (en) * | 2010-09-14 | 2012-03-22 | Telefonaktiebolaget L M Ericsson (Publ) | Method and arrangement for segmentation of telecommunication customers |
CN102436505A (zh) * | 2010-12-16 | 2012-05-02 | 微软公司 | 导出文档相似性索引 |
CN103246603A (zh) * | 2013-03-21 | 2013-08-14 | 中国科学院软件研究所 | 一种缺陷跟踪系统的软件缺陷报告自动分发方法 |
-
2014
- 2014-01-22 CN CN201410029273.9A patent/CN103729473B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20090254884A1 (en) * | 2008-04-08 | 2009-10-08 | Infosys Technologies Ltd. | Identification of topics in source code |
WO2012036598A1 (en) * | 2010-09-14 | 2012-03-22 | Telefonaktiebolaget L M Ericsson (Publ) | Method and arrangement for segmentation of telecommunication customers |
CN102436505A (zh) * | 2010-12-16 | 2012-05-02 | 微软公司 | 导出文档相似性索引 |
CN103246603A (zh) * | 2013-03-21 | 2013-08-14 | 中国科学院软件研究所 | 一种缺陷跟踪系统的软件缺陷报告自动分发方法 |
Non-Patent Citations (1)
Title |
---|
许冶冰等: "《基于主题的文档与代码间关联关系的提取研究》", 《计算机工程与应用》 * |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105095162A (zh) * | 2014-05-19 | 2015-11-25 | 腾讯科技(深圳)有限公司 | 文本相似度确定方法、装置、电子设备及系统 |
CN104090775B (zh) * | 2014-07-24 | 2017-05-03 | 扬州大学 | 一种基于动态主题模型的软件演化建模方法 |
CN104090775A (zh) * | 2014-07-24 | 2014-10-08 | 扬州大学 | 一种基于动态主题模型的软件演化建模方法 |
CN104461558A (zh) * | 2014-12-22 | 2015-03-25 | 扬州大学 | 一种基于协相关主题模型的面向软件修改的个性化任务推荐方法 |
CN104461558B (zh) * | 2014-12-22 | 2017-06-23 | 扬州大学 | 一种基于协相关主题模型的面向软件修改的个性化任务推荐方法 |
CN104572111B (zh) * | 2015-01-20 | 2017-12-01 | 扬州大学 | 一种基于相关主题模型的程序理解和特征定位方法 |
CN104572111A (zh) * | 2015-01-20 | 2015-04-29 | 扬州大学 | 一种基于相关主题模型的程序理解和特征定位方法 |
CN107103363A (zh) * | 2017-03-13 | 2017-08-29 | 北京航空航天大学 | 一种基于lda的软件故障专家系统的构建方法 |
CN107103363B (zh) * | 2017-03-13 | 2018-06-01 | 北京航空航天大学 | 一种基于lda的软件故障专家系统的构建方法 |
CN107515898A (zh) * | 2017-07-22 | 2017-12-26 | 复旦大学 | 基于数据多样性和任务多样性的轮胎企业销售预测方法 |
CN107515898B (zh) * | 2017-07-22 | 2021-06-04 | 复旦大学 | 基于数据多样性和任务多样性的轮胎企业销售预测方法 |
CN109144564A (zh) * | 2018-09-08 | 2019-01-04 | 中山大学 | 一种基于历史修改模式的修改影响分析推荐方法及其系统 |
CN109144564B (zh) * | 2018-09-08 | 2022-03-25 | 中山大学 | 一种基于历史修改模式的修改影响分析推荐方法及其系统 |
Also Published As
Publication number | Publication date |
---|---|
CN103729473B (zh) | 2016-11-09 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103729473A (zh) | 一种基于lda主题模型的相关软件历史数据提取方法 | |
US20140279583A1 (en) | Systems and Methods for Classifying Entities | |
Zhang et al. | An automated bug triage approach: A concept profile and social network based developer recommendation | |
CN103823896A (zh) | 一种学科特征值算法及基于其的项目评审专家推荐算法 | |
CN104008166A (zh) | 一种基于形态和语义相似度的对话短文本聚类方法 | |
CN103942220A (zh) | 一种适用于it运维系统的工单智能关联知识库知识的方法 | |
Ginde et al. | ScientoBASE: a framework and model for computing scholastic indicators of non-local influence of journals via native data acquisition algorithms | |
CN102567409A (zh) | 一种提供检索关联词的方法及装置 | |
Alrabaee et al. | Bineye: Towards efficient binary authorship characterization using deep learning | |
US20200394535A1 (en) | Method and apparatus for recommending test question, and intelligent device | |
CN103399862A (zh) | 确定目标查询序列所对应的搜索引导信息的方法与设备 | |
Schulz et al. | Quantifying mismatch in Bayesian optimization | |
CN115098556A (zh) | 用户需求匹配方法、装置、电子设备及存储介质 | |
Kim et al. | Periodicity-oriented data analytics on time-series data for intelligence system | |
Swarndeep Saket et al. | Implementation of extended K-Medoids algorithms to increase efficiency and scalability using large dataset | |
CN104182489A (zh) | 一种文本大数据的查询处理方法 | |
CN111930944B (zh) | 文件标签分类方法及装置 | |
Ma et al. | Did the late-2000s financial crisis influence construction labour productivity? | |
Volna et al. | Pattern recognition and classification in time series data | |
Wang et al. | Dct-net: A deep co-interactive transformer network for video temporal grounding | |
CN104331507B (zh) | 机器数据类别自动发现和分类的方法及装置 | |
Wang et al. | RLRecommender: a representation-learning-based recommendation method for business process modeling | |
CN116186223A (zh) | 一种金融文本处理方法、装置、设备和存储介质 | |
CN109767031A (zh) | 模型分类器建立方法、装置、计算机设备和存储介质 | |
CN109446318A (zh) | 一种确定汽车维修文档主题的方法及相关设备 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20210525 Address after: Yangzhou xiaonaxiong robot Co., Ltd., 3 / F, building 9, 20 Hongyang Road, Yangzhou Economic Development Zone, Jiangsu Province, 225000 Patentee after: Yangzhou xiaonaxiong robot Co.,Ltd. Address before: No.88, South University Road, Yangzhou Development Zone, Jiangsu Province 225009 Patentee before: YANGZHOU University |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20210707 Address after: Yangzhou Gezhi Optoelectronic Technology Co., Ltd., 2601, 217 Kaifa West Road, high tech Industrial Development Zone, Yangzhou City, Jiangsu Province, 225000 Patentee after: Yangzhou Gezhi Photoelectric Technology Co.,Ltd. Address before: Yangzhou xiaonaxiong robot Co., Ltd., 3 / F, building 9, 20 Hongyang Road, Yangzhou Economic Development Zone, Jiangsu Province, 225000 Patentee before: Yangzhou xiaonaxiong robot Co.,Ltd. |