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Research Collection School of Computing and Information Systems

The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

Submissions from 2016 2016

An ECRA 15th anniversary virtual special issue on ‘Social Networks and Social Commerce’, Robert J. KAUFFMAN, Bin WANG, and Lina ZHOU Editorial

An ECRA 15th anniversary virtual special issue on ‘Technological and Machine Approaches in E-commerce’, Robert J. KAUFFMAN, Chris YANG, and Jie ZHANG Editorial

An ECRA 15th Anniversary Virtual Special Issue on "The Behavioral Dimensions of E-commerce", Robert J. KAUFFMAN, Hsiangchu LAI, and Yinping YANG Editorial

A novel CSI pre-processing scheme for device-free localization indoors, Ju WANG, Lichao ZHANG, Xuan WANG, Jie XIONG, Xiaojiang CHEN, and Dingyi FANG Conference Proceeding Article

ARISE-PIE: A People Information Integration Engine over the Web, Vincent W. ZHENG, Tao HOANG, Penghe CHEN, Yuan FANG, and Xiaoyan YANG Conference Proceeding Article

Attractiveness versus competition: Towards an unified model for user visitation, Thanh-Nam DOAN and Ee-Peng LIM Conference Proceeding Article

Attribute-based encryption with granular revocation, Hui CUI; DENG, Robert H.; Xuhua DING; and Yingjiu LI Conference Proceeding Article

"Automated debugging considered harmful" considered harmful: A user study revisiting the usefulness of spectra-based fault localization techniques with professionals using real bugs from large systems, Xin XIA, Lingfeng BAO, David LO, and Shanping LI Conference Proceeding Article

Behavior analysis in social networks: Challenges, technologies, and trends, Meng WANG, Ee-peng LIM, Lei LI, and Mehmet ORGUN Editorial

Bilevel model-based discriminative dictionary learning for recognition, Pan ZHOU, Chao ZHANG, and LIN Zhouchen Journal Article

Combining word embedding with information retrieval to recommend similar bug reports, Xinli YANG, David LO, Xin XIA, Lingfeng BAO, and Jianling SUN Conference Proceeding Article

Deep-based ingredient recognition for cooking recipe retrieval, Jingjing CHEN and Chong-wah NGO Conference Proceeding Article

Determining quality- and energy-aware multiple contexts in pervasive computing environments, Nirmalya ROY, Archan MISRA, Sajal K. DAS, and Christine JULIEN Journal Article

Dissecting developer policy violating apps: Characterization and detection, Su Mon KYWE, Yingjiu LI, Jason HONG, and Yao CHENG Conference Proceeding Article

Empirical study on synthesis engines for semantics-based program repair, Le Dinh Xuan BACH, David LO, and Claire Le GOUES Conference Proceeding Article

Enhancing automated program repair with deductive verification, Xuan-Bach D. LE, Quang Loc LE, David LO, and Claire Le GOUES Conference Proceeding Article

HYDRA: Massively compositional model for cross-project defect prediction, Xin XIA, David LO, Sinno Jialin PAN, Nachiappan NAGAPPAN, and Xinyu WANG Journal Article

Inferring links between concerns and methods with multi-abstraction vector space model, Yun ZHANG, David LO, Xin XIA, Tien-Duy B. LE, Giuseppe SCANNIELLO, and Jianling SUN Conference Proceeding Article

Integrated software fingerprinting via neural-network-based control flow obfuscation, Haoyu MA, Ruiqi LI, Xiaoxu YU, Chunfu JIA, and Debin GAO Journal Article

LiFS: Low human-effort, device-free localization with fine-grained subcarrier information, Ju WANG, Hongbo JIANG, Jie XIONG, Kyle JAMIESON, Xiaojiang CHEN, Dingyi FANG, and Binbin XIE Conference Proceeding Article

Online adaptive passive-aggressive methods for non-negative matrix factorization and its applications, Chenghao LIU; HOI, Steven C. H.; Peilin ZHAO; Jianling SUN; and Ee-Peng LIM Conference Proceeding Article

Plackett-Luce Regression Mixture model for heterogeneous rankings, Maksim TKACHENKO and Hady W. LAUW Conference Proceeding Article

Recommending code changes for automatic backporting of Linux device drivers, Ferdian THUNG, Xuan Bach D. LE, and David LO Conference Proceeding Article

Repmatch: Robust feature matching and pose for reconstructing modern cities, Wen-yan LIN, Siying LIU, Minh N. DO, Ping TAN, and Jiangbo LU Conference Proceeding Article

SATT: Tailoring code metric thresholds for different software architectures, Maurício ANICHE, Christoph TREUDE, Andy ZAIDMAN, Arie VAN DEURSEN, and Marco Aurélio GEROSA Conference Proceeding Article

Technology-mediated synchronous virtual education: An empirical study, Xiaofeng CHEN and Keng SIAU Journal Article

Tracking virality and susceptibility in social media, Tuan Anh HOANG and Ee-Peng LIM Conference Proceeding Article

When machine meets society: Social impacts of information and information economics, Eric K. CLEMONS, Rajiv M. DEWAN, Robert John KAUFFMAN, and Thomas A. WEBER Editorial

Who is who in the mailing list? Comparing six disambiguation heuristics to identify multiple addresses of a participant, Igor Scaliante WIESE, José Teodoro DA SILVA, Igor STEINMACHER, Christoph TREUDE, and Marco Aurélio GEROSA Conference Proceeding Article

xD-track: Leveraging multi-dimensional information for passive wi-fi tracking, Yaxiong XIE, Jie XIONG, Mo LI, and Kyle JAMIESON Conference Proceeding Article

CrowdService: Serving the individuals through mobile crowdsourcing and service composition, Xin PENG, Jingxiao GU, Tian Huat TAN, Jun SUN, Yijun YU, Bashar NUSEIBEH, and Wenyun Zhao ZHAO Conference Proceeding Article

Get me to my GATE on time: Efficiently solving general-sum bayesian threat screening games, Aaron SCHLENKER, Matthew BROWN, Arunesh SINHA, Milind TAMBE, and Ruta MEHTA Conference Proceeding Article

A campus-scale mobile crowd-tasking platform, Nikita JAIMAN, Archan MISRA, Randy Tandriansyah DARATAN, and Thivya KANDAPPU Conference Proceeding Article

A campus-scale mobile crowd-tasking platform, Nikita JAIMAN, Archan MISRA, Randy Tandriansyah DARATAN, and Thivya KANDAPPU Conference Proceeding Article

An intelligent system for personalized conference event recommendation and scheduling, Aldy GUNAWAN, Hoong Chuin LAU, Pradeep VARAKANTHAM, and Wenjie WANG Conference Proceeding Article

A reinforcement learning framework for trajectory prediction under uncertainty and budget constraint, Truc Viet LE, Siyuan LIU, and Hoong Chuin LAU Conference Proceeding Article

ASE '16: Proceedings of the 31st ACM/IEEE International Conference on Automated Software Engineering: Singapore, September 3 -7, 2016, David LO, Sven Apel APEL, and Sarfraz KHURSHID Edited Conference Proceeding

Automated bug report field reassignment and refinement prediction, Xin XIA, David LO, Emad SHIHAB, and Xinyu WANG Journal Article

AutoQuery: Automatic Construction of Dependency Queries for Code Search, Shaowei WANG, David LO, and Lingxiao JIANG Journal Article

Control flow integrity enforcement with dynamic code optimization, Yan LIN, Xiaoxiao TANG, Debin GAO, and Jianming FU Conference Proceeding Article

Cross-cultural user perceptions of website design and security: Introduction to a commentary and response on Cyr (2013), Robert John KAUFFMAN Editorial

Detecting community pacemakers of burst topic in Twitter, Guozhong DONG, Wu YANG, Feida ZHU, and Wei WANG Conference Proceeding Article

Developers’ perceptions on object-oriented design and architectural roles, Maurício ANICHE, Marco Aurélio GEROSA, and Christoph TREUDE Conference Proceeding Article

Dynamic-MUSIC: Accurate device-free indoor localization, Xiang LI, Shengjie LI, Daqing ZHANG, Jie XIONG, Yasha WANG, and Hong MEI Conference Proceeding Article

Efficient community maintenance for dynamic social networks, Hongchao QIN, Ye YUAN, Feida ZHU, and Guoren WANG Conference Proceeding Article

Extracting Food Substitutes From Food Diary via Distributional Similarity, Palakorn ACHANANUPARP and Ingmar WEBER Conference Paper

Fast covariant VLAD for image search, Wan-Lei ZHAO, Chong-wah NGO, and Hanzi WANG Journal Article

High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea, Soo-Yong SHIN, Dong-Woo SEO, Jisun AN, Haewoon KWAK, Sung-Han KIM, Jin GWACK, and Min-Woo JO Journal Article

How practitioners perceive the relevance of ESEM research, Jeffrey C. CARVER, Oscar DIESTE, Nicholas A. KRAFT, David LO, and Thomas ZIMMERMANN Conference Proceeding Article

Human-centred design for silver assistants, Zhiwei ZHENG, Di WANG, Ailiya BORJIGIN, Chunyan MIAO, Ah-hwee TAN, and Cyril LEUNG Conference Proceeding Article

Hyperlink-aware object retrieval, Wei ZHANG, Chong-wah NGO, and Xiaochun CAO Journal Article

Improving Carbon Efficiency through Container Size Optimization and Shipment Consolidation, Nang Laik MA, Kar Way TAN, and Edwin Lik Ming CHONG Conference Proceeding Article

Incentive mechanism design for heterogeneous crowdsourcing using all-pay contests, Tie LUO, Salil S. KANHERE, Sajal K. DAS, and Hwee-Pink TAN Journal Article

Indoor localization via multi-modal sensing on smartphones, Han XU, Zheng YANG, Zimu ZHOU, Longfei SHANGGUAN, Ke YI, and Yunhao LIU Conference Proceeding Article

Is Only One GPS Point Position Sufficient to Locate You to The Road Network Accurately?, Hao WU, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article

Is only one GPS position sufficient to locate you to the road network accurately?, Hao WU, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article

Leveraging Competency Framework to Improve Teaching and Learning: A Methodological Approach, Venky SHANKARARAMAN and Joelle ELMALEH Journal Article

Metaflow: a scalable metadata lookup service for distributed file systems in data centers, Peng SUN, Yonggang WEN, Nguyen Binh Duong TA, and Haiyong XIE Journal Article

Microblogging content propagation modeling using topic-specific behavioral factors, Tuan Anh HOANG and Ee-peng LIM Journal Article

Mining revision histories to detect cross-language clones without intermediates, Lingxiao JIANG, Zhiming PENG, Lingxiao JIANG, Hao ZHONG, Haibo YU, and Jianjun ZHAO Conference Proceeding Article

Modeling sequential preferences with dynamic user and context factors, Duc Trong LE, Yuan FANG, and Hady W. LAUW Conference Proceeding Article

On the feasibility of detecting cross-platform code clones via identifier similarity, Xiao CHENG, Lingxiao JIANG, Hao ZHONG, Haibo YU, and Jianjun ZHAO Conference Proceeding Article

PADA: Power-aware development assistant for mobile sensing applications, Chulhong MIN, Seungchul LEE, Changhun LEE, Youngki LEE, Seungwoo KANG, Seungpyo CHOI, Wonjung KIM, and Junehwa SONG Conference Proceeding Article

Predicting crashing releases of mobile applications, Xin XIA, Emad SHIHAB, Yasutaka KAMEI, David LO, and Xinyu WANG Conference Proceeding Article

Probabilistic models for contextual agreement in preferences, Loc DO and Hady W. LAUW Journal Article

Provably secure robust optimistic fair exchange of distributed signatures, Yujue WANG, Qianhong WU, Duncan S. WONG, Bo QIN, Jian MAO, and Yong DING Journal Article

Ra2: Predicting simulation execution time for cloud-based design space explorations, Nguyen Binh Duong TA, Wentong CAI, Zengxiang LI, and Suiping ZHOU Conference Proceeding Article

Representation learning for homophilic preferences, Trong T. NGUYEN and Hady W. LAUW Conference Proceeding Article

Server-aided revocable attribute-based encryption, Hui CUI; DENG, Robert H.; Yingjiu LI; and Baodong QIN Conference Proceeding Article

Soft confidence-weighted learning, Jialei WANG; Peilin ZHAO; and HOI, Steven C. H. Journal Article

TASKer: Behavioral insights via campus-based experimental mobile crowd-sourcing, Thivya KANDAPPU, Nikita JAIMAN, Randy Tandriansyah DARATAN, Archan MISRA, Shih-Fen CHENG, Cen CHEN, Hoong Chuin LAU, Deepthi CHANDER, and Koustuv DASGUPTA Conference Proceeding Article

TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing, Thivya KANDAPPU, JAIMAN, TANDRIANSYAH, Archan MISRA, Shih-Fen CHENG, CHEN, Hoong Chuin LAU, Deepthi CHANDER, and Koustuv DASGUPTA Conference Proceeding Article

Towards autonomous behavior learning of non-player characters in games, Shu FENG and Ah-hwee TAN Journal Article

Trustworthy authentication on scalable surveillance video with background model support, Zhuo WEI, Zheng YAN, Yongdong WU, and Robert H. DENG Journal Article

What security questions do developers ask? A large-scale study of stack overflow posts, Xinli YANG, David LO, Xin XIA, Zhi-Yuan WAN, and Jian-Ling SUN Journal Article

When a friend online is more than a friend in life: Intimate relationship prediction in microblogs, Yunshi LAN, Mengqi ZHANG, Feida ZHU, Jing JIANG, and Ee-Peng LIM Conference Proceeding Article

Collaborative opportunities: IMIA working groups and personalized medicine & digital health literacy, Tze-Yun LEONG Conference Paper

Towards automatic persona generation using social media, Jisun AN, Hoyoun CHO, Haewoon KWAK, Mohammed Ziyaad HASSEN, and Bernard J JANSEN Conference Proceeding Article

Topic extraction from microblog posts using conversation structures, Jing LI, Ming LIAO, Wei GAO, Yulan HE, and Kam-Fai WONG Conference Proceeding Article

A fast algorithm for personalized travel planning recommendation, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Conference Proceeding Article

A multilingual semi-supervised approach in deriving Singlish sentic patterns for polarity detection, Siaw Ling LO, Erik CAMBRIA, Raymond CHIONG, and David CORNFORTH Journal Article

A novel digital image classification algorithm via low-rank sparse bag-of-features model, Xiu-Ming ZOU, Huai-Jiang SUN, Sai YANG, and Yan ZHU

API recommendation system for software development, FERDIAN THUNG Conference Proceeding Article

Code comment quality analysis and improvement recommendation: An automated approach, Xiaobing SUN, Qiang GENG, David LO, Yucong DUAN, Xiangyue LIU, and LI Bin Journal Article

CoMon+: A Cooperative Context Monitoring System for Multi-Device Personal Sensing Environments, Youngki LEE, Seungwoo KANG, Chulhong MIN, Younghyun JU, Inseok HWANG, and Junehwa SONG Journal Article

Design and evaluation of advanced collusion attacks on collaborative intrusion detection networks in practice, Weizhi MENG, Xiapu LUO, Wenjuan LI, and Yan LI Conference Proceeding Article

Detecting communities using coordination games: A short paper, Radhika ARAVA and Pradeep VARAKANTHAM Conference Proceeding Article

Enhancing local search with adaptive operator ordering and its application to the time dependent orienteering problem, Aldy GUNAWAN, Hoong Chuin LAU, and Kun LU Conference Proceeding Article

Extending the network: The influence of offline friendship on Twitter network, Young Soo KIM, Kyungsub Stephen CHOI, and FELICIA NATALI Conference Proceeding Article

Fine-grained appliance usage and energy monitoring through mobile and power-line sensing, Nirmalya ROY, Nilavra PATHAK, and Archan MISRA Journal Article

Intermediaries vs Peer-to-Peer: A Study of Lenders’ Incentive on a Donation-based Crowdfunding Platform, Ling GE, Zhiling GUO, and Xuechen LUO Conference Proceeding Article

New developments in metaheuristics and their applications: Selected extended contributions from the 10th Metaheuristics International Conference (MIC 2013), Hoong Chuin LAU, Günther R. Raidl, and Pascal Van Hentenryck Editorial

Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics, Hao WU, Jiangyun MAO, Weiwei SUN, Baihua ZHENG, Hanyuan ZHANG, Ziyang CHEN, and Wei WANG Conference Proceeding Article

Revocable and decentralized attribute-based encryption, Hui CUI and DENG, Robert H. Journal Article

SafeGPU: Contract- and library-based GPGPU for object-oriented languages, Alexey KOLESNICHENKO, Christopher M. POSKITT, and Sebastian NANZ Journal Article

Singapore in motion: Insights on public transport service level through farecard and mobile data analytics, Hasan POONAWALA, Vinay KOLAR, Sebastien BLANDIN, Laura WYNTER, and Sambit SAHU Conference Proceeding Article

Social sentiment and stock trading via mobile phones, Kwansoo KIM, Sang Yong LEE, and Robert John KAUFFMAN Conference Proceeding Article

TafLoc: Time-adaptive and fine-grained device-free localization with little cost, Liqiong CHANG, Jie XIONG, Xiaojiang CHEN, Ju WANG, Junhao HU, and Wei WANG Conference Proceeding Article

TopicSketch: Real-time Bursty Topic Detection from Twitter, Wei XIE, Feida ZHU, Jing JIANG, Ee-Peng LIM, and Ke WANG Journal Article

Understanding patient portal use intentions: Enablers and inhibitors of IT use, M. MOQBEL, Fiona Fui-hoon NAH, V. BARTELT, and R. O’DELL Conference Proceeding Article