基本信息
石琳  女  硕导  中国科学院软件研究所
电子邮件: shilin@iscas.ac.cn
通信地址: 中关村南四街4号
邮政编码: 100190

研究领域

智能需求工程,软件工程,经验软件工程,软件演化,软件质量

招生信息

   
招生专业
083500-软件工程
招生方向
软件工程,需求工程,数据挖掘,人工智能

工作经历

   
工作简历
2018-10~现在, 中国科学院软件研究所, 副研究员
2015-04~2018-10,中国科学院软件研究所, 助理研究员
2015-02~2016-07,美国南加州大学, 访问学者
社会兼职
2021-04-01-今,Automated Software Engineering, 国际期刊审稿人
2021-01-01-今,Requirements Engineering, 国际期刊审稿人
2020-12-31-2021-09-30,IRI'21, Industry 主席
2020-01-01-今,软件学报审稿人,

专利与奖励

专利:

  1. 一种基于深度学习的一对多需求分析识别方法 201911350243.7

  2. 一种基于语义分析和文本挖掘的事务功能点自动识别方法及相应存储介质与电子装置 201911408326.7

  3. 一种自动化数据功能项抽取的方法 202010412410.2


奖励:

  1. ACM SIGSOFT Distinguished Paper Award: ISPY: Automatic Issue-Solution Pair Extraction from Community Live Chats (ASE 2021)

  2. Distinguished Paper Award: Environment-Driven Abstraction Identification for Requirements-Based Testing (RE 2021)

  3. Distinguished Paper Award: A Deep Context-wise Method for Coreference Detection in Natural Language Requirements (RE 2020)

  4. 2019年度中国科学院软件研究所优秀青年科技人才

  5. 2021年度中国科学院青促会会员的推荐人选

出版信息

   
发表论文
(1) MUIDIAL: Improving Dialogue Disentanglement with Intent-Based Mutual Learning, IJCAI2022, 2022, 通讯作者
(2) Where is Your App Frustrating Users?, 2022, 第 5 作者
(3) Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization, FSE2022, 2022, 第 1 作者
(4) BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats, 2022, 第 1 作者
(5) ISPY: Automatic Issue-Solution Pair Extraction from Community Live Chats, 2021, 第 1 作者
(6) 基于图挖掘扩展学习的增强需求跟踪恢复方法, Enhancing Requirements Traceability Recovery via a Graph Mining-Based Expansion Learning, 计算机研究与发展, 2021, 第 4 作者
(7) Automatically detecting feature requests from development emails by leveraging semantic sequence mining, REQUIREMENTS ENGINEERING, 2021, 第 1 作者
(8) VTLayout: Fusion of Visual and Text Features for Document Layout Analysis, 2021, 第 4 作者
(9) Environment-Driven Abstraction Identification for Requirements-Based Testing, 29th IEEE International Conference on Requirements Engineering, 2021, 第 1 作者
(10) A First Look at Developers' Live Chat on Gitter, 2021, 第 1 作者
(11) A Self-enhanced Automatic Traceability Link Recovery via Structure Knowledge Mining for Small-Scale Labeled Data, COMPSAC, 2021, 第 1 作者
(12) Dialogue Disentanglement in Software Engineering: How Far are We?, 2021, 通讯作者
(13) GeT2Trace:基于图挖掘扩展增强学习的需求跟踪恢复技术, 计算机研究与发展, 2021, 第 3 作者
(14) NERO: A Text-based Tool for Content Annotation and Detection of Smells in Feature Requests, 2020 28TH IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE'20), 2020, 通讯作者
(15) Automated Extraction of Requirement Entities by Leveraging LSTM-CRF and Transfer Learning, 2020 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE AND EVOLUTION (ICSME 2020), 2020, 第 2 作者
(16) A Deep Multitask Learning Approach for Requirements Discovery and Annotation from Open Forum, The 35th IEEE/ACM International Conference on Automated Software Engineering, 2020, 
(17) Detection of Hidden Feature Requests from Massive Chat Messages via Deep Siamese Network, 42nd International Conference on Software Engineering (ICSE), 2020, 
(18) Learning to Extract Transaction Function from Requirements: An Industrial Case on Financial Software, The ESEC/FSE 2020 Industrial Track, 2020, 
(19) A Deep Context-wise Method for Coreference Detection in Natural Language Requirements, 2020 28TH IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE'20), 2020, 通讯作者
(20) NERO: A Text-based Tool for Content Annotation and Detection of Smelly Requirements, International Requirements Engineering Conference, 2020, 第 1 作者
(21) Machine learning techniques for code smell detection: A systematic literature review and meta-analysis, INFORMATION AND SOFTWARE TECHNOLOGY, 2019, 第 3 作者
(22) Are All Duplicates Value-Neutral? An Empirical Analysis of Duplicate Issue Reports, IEEE 19th International Conference on Software Quality, Reliability and Security (QRS), 2019, 
(23) 基于动态策略学习的关键内存数据访问监控, Critical Memory Data Access Monitor Based on Dynamic Strategy Learning, 计算机研究与发展, 2019, 第 3 作者
(24) BehaviorKI: Behavior Pattern Based Runtime Integrity Checking for Operating System Kernel, 2018 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY (QRS 2018), 2018, 第 2 作者
(25) How Do Defects Hurt Qualities? An Empirical Study on Characterizing A Software Maintainability Ontology in Open Source Software, 2018 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY (QRS 2018), 2018, 第 1 作者
(26) 支持多工具协同的流程管理系统的设计与实现, Design and implementation of process management system supporting multi-tool collaboration, 计算机应用, 2017, 第 2 作者
(27) Understanding Feature Requests by Leveraging Fuzzy Method and Linguistic Analysis, PROCEEDINGS OF THE 2017 32ND IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE'17), 2017, 第11作者
(28) An Empirical Study To Revisit Productivity Across Different Programming Languages, 2017 24TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE (APSEC 2017), 2017, 第 1 作者
(29) Why is it Important to Measure Maintainability, and What are the Best Ways to Do it?, PROCEEDINGS OF THE 2017 IEEE/ACM 39TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING COMPANION (ICSE-C 2017), 2017, 第 4 作者
(30) Is It a New Feature or Simply "Don't know yet"? On Automated Redundant OSS Feature Requests Identification, 2016 IEEE 24TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE (RE), 2016, 通讯作者
(31) Maintenance Effort Estimation for Open Source Software: A Systematic Mapping Study, . 32nd International Conference on Software Maintenance and Evolution, 2016, 第 1 作者
(32) Maintenance Effort Estimation for Open Source Software: A Systematic Literature Review, 32ND IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE AND EVOLUTION (ICSME 2016), 2016, 第 1 作者
(33) Stage-oriented Analysis on Factors Impacting Bug Fixing Time, SEKE, 2016, 
(34) Maintainability Readiness Levels for Software-Intensive System, CSER, 2016, 第 1 作者
(35) Evaluating Human-Assessed Software Maintainability Metrics, Software Engineering and Methodology for Emerging Domains, 2016, 第 1 作者
(36) A Comparative Study on Maintainability of PHP, Java, and Python Open Source Software Projects, PROMISE 2015, 2015, 第 1 作者
(37) 基于变更历史的软件演化分析及预测的研究, 2015, 第 1 作者
(38) Learning from evolution history to predict future requirement changes, 2013 21st IEEE International Requirements Engineering Conference, RE 2013, 2013, 第 1 作者
(39) An empirical study on evolution of api documentation, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011, 第11作者
(40) The Key Roles of Maintainability in an Ontology for System Qualities, INCOSE International Symposium, 第 3 作者

科研活动

科研项目

(1)面向社交媒体的需求智能发现和分析方法,批准号61802374,国家自然科学青年科学基金项目,2019.1-2021.12,24万元,主持,正在进行。

(2)XX需求智能XX研究,科技委(J)2021.8-2022.8150万元,主持,正在进行。

(3)基于威胁建模的软件安全风险识别与消减,CCF-华为创新研究计划,2021-202250万元主持,正在进行。

(4)智能软件研发效能研究项目,企业横向,2018-2019,465万元子课题负责人(200万)已完成。

(5)智能产品通项目,企业横向,2019-2020,305万元,子课题负责人(175万)已完成。

(6)信息产品及科技服务集成化众测服务平台研发与应用,国家重点研发计划项目,2018YFB14034002019.07-2022.06, 3300万元参与正在进行。

(7)软件生命期数据组织、分析及应用,国家自然科学基金重点项目,批准号61432001,2019-2020,330万元,参与,已完成。