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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 2018 2018

Autospearman: Automatically mitigating correlated software metrics for interpreting defect models, Jirayus JIARPAKDEE, Chakkrit TANTITHAMTHAVORN, and Christoph TREUDE Conference Proceeding Article

Centroid-amenities: An interactive visual analytical tool for exploring and analyzing amenities in Singapore, Xue Qian Jazreel SIEW and Sean Jia Ming KOH Conference Proceeding Article

Class discussion management and analysis application, Venky SHANKARARAMAN, Swapna GOTTIPATI, Seshan RAMASWAMI, and Chirag CHHABLAN Conference Proceeding Article

Comparing ELM with SVM in the field of sentiment classification of social media text data, Zhihuan CHEN, Zhaoxia WANG, Zhiping LIN, and Ting YANG Conference Proceeding Article

Cross-border interbank payments and settlements: Emerging opportunities for digital transformation, Yi Meng LAU and et al Report

Cross-modal recipe retrieval with stacked attention model, Jing-Jing CHEN, Lei PANG, and Chong-wah NGO Journal Article

Designing a tangible interface for manager awareness in wilderness search and rescue, Brennan JONES, Anthony TANG, Carman NEUSTAEDTER, Alissa N. ANTLE, and Elgin-Skye MCLAREN Conference Poster

Double learning or double blinding: An investigation of vendor private information acquisition and consumer learning via online reviews, Nan HU, Kevin E. DOW, Alain Yee Loong CHONG, and Ling LIU Journal Article

DSM: A specification mining tool using recurrent neural network based language model, Tien-Duy B. LE, Lingfeng BAO, and David LO Conference Proceeding Article

Gesture recognition with transparent solar cells, Dong MA, Guohao LAN, Mahbub HASSAN, Wen HU, B. Mushfika UPAMA, Ashraf UDDIN, YOUSEEF, and Moustafa Conference Proceeding Article

Heterogeneous embedding propagation for large-scale e-commerce user alignment, Vincent W. ZHENG, Mo SHA, Yuchen LI, Hongxia YANG, Yuan FANG, Zhenjie ZHANG, Kian-Lee TAN, and Kevin Chen-Chuan CHANG Conference Proceeding Article

Imaginary people representing real numbers: Generating personas from online social media data, Jisun AN, Haewoon KWAK, Soongyo JUNG, Joni SALMINEN, M. ADMAD, and Bernard J. JANSEN Journal Article

Improving knowledge tracing model by integrating problem difficulty, Sein MINN, Feida ZHU, and Michel C. DESMARAIS Conference Proceeding Article

Improving multi-label emotion classification via sentiment classification with dual attention transfer network, Jianfei YU, Luis MARUJO, Jing JIANG, Pradeep KARUTURI, and William BRENDEL Conference Proceeding Article

Improving reusability of software libraries through usage pattern mining, Mohamed Aymen SAIED, Ali OUNI, Houari A. SAHRAOUI, Raula Gaikovina KULA, Katsuro INOUE, and David LO Journal Article

INFAR: insight extraction from app reviews, Cuiyun GAO, Jichuan ZENG, David LO, Chin-Yew LIN, Michael R. LYU, and Irwin KING Conference Proceeding Article

Is there space for violence?: A data-driven approach to the exploration of spatial-temporal dimensions of conflict, Tin Seong KAM and Vincent ZHI Conference Proceeding Article

JobSense: A data-driven career knowledge exploration framework and system, Xavier Jayaraj Siddarth ASHOK, Ee-peng LIM, and Philips Kokoh PRASETYO Conference Proceeding Article

Joint representation learning of cross-lingual words and entities via attentive distant supervision, Yixin CAO, Lei HOU, Juanzi LI, Zhiyuan LIU, Chengjiang LI, Xu CHEN, and Tiansi DONG Conference Proceeding Article

Latent Dirichlet Allocation for textual student feedback analysis, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Jeff LIN Conference Proceeding Article

Learning generalized video memory for automatic video captioning, Poo-Hee CHANG and Ah-hwee TAN Conference Proceeding Article

Learning probabilistic models for model checking: an evolutionary approach and an empirical study, Jingyi WANG, Jun SUN, Qixia YUAN, and Jun PANG Journal Article

Linky: Visualizing user identity linkage results for multiple online social networks (Demo), Roy Ka-Wei LEE, Ming Shan HEE, Philips Kokoh PRASETYO, and Ee-Peng LIM Conference Proceeding Article

Network data mining and analysis, Ming GAO, Ee-Peng LIM, and David LO Book

On the sequential massart algorithm for statistical model checking, Cyrille JEGOUREL, Jun SUN, and Jin Song DONG Conference Proceeding Article

Privacy-preserving communication and power injection over vehicle networks and 5G smart grid slice, Yinghui ZHANG, Jin LI, Dong ZHENG, Ping LI, and Yangguang TIAN Journal Article

Recommending who to follow in the software engineering Twitter space, Abhabhisheksh SHARMA, Yuan TIAN, Agus SULISTYA, Dinusha WIJEDASA, and David LO Journal Article

River: A real-time influence monitoring system on social media stream, Mo SHA, Yuchen LI, Yanhao WANG, Wentian GUO, and Kian-Lee TAN Conference Paper

Ten years of hunting for similar code for fun and profit (keynote), Stephane GLONDU, Lingxiao JIANG, and Zhendong SU Conference Proceeding Article

Unsupervised user identity linkage via factoid embedding, Wei XIE, Xin MU, Roy Ka Wei LEE, Feida ZHU, and Ee-peng LIM Conference Proceeding Article

Using finite-state models for log differencing, Hen AMAR, Lingfeng BAO, Nimrod BUSANY, David LO, and Shahar MAOZ Conference Proceeding Article

VPSearch: Achieving verifiability for privacy-preserving multi-keyword search over encrypted cloud data, Zhiguo WAN and Robert H. DENG Journal Article

VT-Revolution: Interactive programming tutorials made possible, Lingfeng BAO, Zhenchang XING, Xin XIA, David LO, and Shanping LI Conference Proceeding Article

A learning and masking approach to secure learning, Linh NGUYEN, Sky WANG, and Arunesh SINHA Conference Proceeding Article

A lightweight cloud sharing PHR system with access policy updating, Zuobin YING, Wenjie JANG, Shuanlong CAO, Ximeng LIU, and Jie CUI Journal Article

Augmenting and structuring user queries to support efficient free-form code search, Raphael SIRRES, Tegawendé F. BISSYANDE, Dongsun KIM, David LO, Jacques KLEIN, Kisub KIM, and Yves Le TRAON Journal Article

Automating intention mining, Qiao HUANG, Xin XIA, David LO, and Gail C. MURPHY Journal Article

Categorizing the content of GitHub README files, Gede Artha Azriadi PRANA, Christoph TREUDE, Ferdian THUNG, Thushari ATAPATTU, and David LO Journal Article

Deep understanding of cooking procedure for cross-modal recipe retrieval, Jingjing CHEN, Chong-wah NGO, Fu-Li FENG, and Tat-Seng CHUA Conference Proceeding Article

Efficient attribute-based encryption with blackbox traceability, Shengmin XU, Guomin YANG, Yi MU, and Ximeng LIU Conference Proceeding Article

Exploiting the interdependency of land use and mobility for urban planning, Kasthuri JAYARAJAH, Andrew TAN, and Archan MISRA Conference Proceeding Article

Exploring experiential learning model and risk management process for an undergraduate software architecture course, Eng Lieh OUH and Yunghans IRAWAN Conference Proceeding Article

Function risk assessment under memory leakage, Jianming FU, Rui JIN, Yan LIN, Baihe JIANG, and Zhengwei GUO Conference Proceeding Article

Geometry-aware similarity learning on SPD manifolds for visual recognition, Zhiwu HUANG, R. WANG, X. LI, W. LIU, S. SHAN, Gool L. VAN, and X CHEN Journal Article

Hawkeye: Towards a desired directed grey-box fuzzer, Hongxu CHEN, Yinxing XUE, Yuekang LI, Bihuan CHEN, Xiaofei XIE, Xiuheng WU, and Yang LIU Conference Proceeding Article

I4S: Capturing shopper’s in-store interactions, Sougata SEN, Archan MISRA, Vigneshwaran SUBBARAJU, Karan GROVER, Meeralakshmi RADHAKRISHNAN, Rajesh K. BALAN, and Youngki LEE Conference Proceeding Article

Inferring trip occupancies in the rise of ride-hailing services, Meng-Fen CHIANG, Ee-peng LIM, Wang-Chien LEE, and Tuan-Anh HOANG Conference Proceeding Article

Influence maximization on social graphs: A survey, Yuchen LI, Ju FAN, Yanhao WANG, and Kian-Lee TAN Journal Article

Initializing trust in smart devices via presence attestation, Xuhua DING and Gene TSUDIK Journal Article

Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-wah NGO, and Tat-Seng CHUA Conference Proceeding Article

Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-Wah NGO, and Tat-Seng CHUA Conference Proceeding Article

Interpretable multimodal retrieval for fashion products, Lizi LIAO, Xiangnan HE, Bo ZHAO, Chong-wah NGO, and Tat-Seng CHUA Conference Proceeding Article

Investigating multimodal affect sensing in an affective tutoring system using unobtrusive sensors, Hua Leong FWA and Lindsay MARSHALL Conference Proceeding Article

Knowledge-aware multimodal dialogue systems, Lizi LIAO, Yunshan MA, Xiangnan HE, Richang HONG, and Tat-Seng CHUA Conference Proceeding Article

Knowledge-aware multimodal dialogue systems, Lizi LIAO, Yunshan MA, Xiangnan HE, Richang HUANG, and Tat-Seng CHUA Conference Proceeding Article

Knowledge-aware multimodal fashion chatbot, Lizi LIAO, You ZHOU, Yunshan MA, Richang HONG, and Tat-Seng CHUA Conference Proceeding Article

Measuring program comprehension: A large-scale field study with professionals, Xin XIA, Lingfeng BAO, David LO, Zhengchang XING, Ahmed E. HASSAN, and Shanping LI Journal Article

Mini-case study pedagogy: Experience from a technical course in an information systems program, Venky SHANKARARAMAN, Swapna GOTTIPATI, and Alan MEGARGEL Conference Proceeding Article

Mixed-reality for object-focused remote collaboration, Martin FEICK, Anthony TANG, and Scott BATEMAN Conference Poster

Multiperspective graph-theoretic similarity measure, Dung D. LE and Hady W. LAUW Conference Proceeding Article

Optimal in-place suffix sorting, Zhize LI, Jian LI, and Hongwei HUO Conference Proceeding Article

Overfitting in semantics-based automated program repair, Dinh Xuan Bach LE, Ferdian THUNG, David LO, and Claire LE GOUES Journal Article

Predicting visual context for unsupervised event segmentation in continuous photo-streams, Ana García DEL MOLINO, Joo-Hwee LIM, and Ah-hwee TAN Conference Proceeding Article

Prediction of relatedness in stack overflow: Deep learning vs. SVM: A reproducibility study, Bowen XU, Amirreza SHIRANI, David LO, and Mohammad Amin ALIPOUR Conference Proceeding Article

Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction, Qiao HUANG, Xin XIA, and David LO Journal Article

Scaling-up stackelberg security games applications using approximations, Arunesh SINHA, Aaron SCHLENKER, Donnabell DMELLO, and Milind TAMBE Conference Proceeding Article

SIMkNN: A scalable method for in-memory kNN search over moving objects in road networks, Bin CAO, Chenyu HOU, Suifei LI, Jing FAN, Jianwei YIN, Baihua ZHENG, and Jie BAO Journal Article

SUFAT: An analytics tool for gaining insights from student feedback comments, Siddhant PYASI, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article

Teaching adult learners on software architecture design skills, Eng Lieh OUH and Yunghans IRAWAN Conference Proceeding Article

Traffic-Cascade: Mining and visualizing lifecycles of traffic congestion events using public bus trajectories, Agus Trisnajaya KWEE, Meng-Fen CHIANG, Philips Kokoh PRASETYO, and Ee-peng LIM Conference Proceeding Article

Unearthing the X-Streams: Visualizing Water Contamination, Akangsha BANDALKUL, Angad SRIVASTAVA, Kishan Bharadwaj SHRIDHAR, Jason Guan Jie ONG, and Yanrong ZHANG Conference Proceeding Article

Using gamification in outreach camps: Experience from an information systems program, Swapna GOTTIPATI and Venky SHANKARARAMAN Conference Proceeding Article

VisForum: A visual analysis system for exploring user groups in online forums, Siwei FU, Yong WANG, Yi YANG, Qingqing BI, Fangzhou GUO, and Huamin QU Journal Article

An adaptive Markov strategy for defending smart grid false data injection from malicious attackers, Jianye HAO, Eunsuk KANG, Jun SUN, Zan WANG, Zhaopeng MENG, Xiaohong LI, and Zhong MING Journal Article

Break the dead end of dynamic slicing: localizing data and control omission bug, Yun LIN, Jun SUN, Lyly TRAN, Guangdong BAI, Haijun WANG, and Jin Song DONG Conference Paper

Decentralized planning for non-dedicated agent teams with submodular rewards in uncertain environments, Pritee AGRAWAL, Pradeep VARAKANTHAM, and William YEOH Conference Proceeding Article

PFix: Fixing concurrency bugs based on memory access patterns, Huarui LIN, Zan WANG, Shuang LIU, Jun SUN, Dongdi ZHANG, and Guangning WEI Conference Proceeding Article

Efficient and privacy-preserving online face recognition over encrypted outsourced data, Xiaopeng YANG, Hui ZHU, Rongxing LU, Ximeng LIU, and Hui LI Conference Proceeding Article

A hybrid model for identity obfuscation by face replacement, Qianru SUN, Ayush TEWARI, Weipeng XU, Mario FRITZ, Christian THEOBALT, and Bernt SCHIELE Conference Proceeding Article

API method recommendation without worrying about the task-API knowledge gap, Qiao HUANG, Xin XIA, Zhenchang XING, David LO, and Xinyu WANG Conference Proceeding Article

Are you on the right track? Learning career tracks for job movement analysis, Meng-Fen CHIANG, Ee-peng LIM, Wang-Chien LEE, Yuan TIAN, and Chih-Chieh HUNG Conference Proceeding Article

Assessing carbon pollution standards: Electric power generation pathways and their water impacts, Kustini LIM-WAVDE, Haibo ZHAI, Robert John KAUFFMAN, and Edward S. RUBIN Journal Article

A strategic value appropriation path for cloud computing, Abhishek KATHURIA, Arti MANN, Jiban KHUNTIA, and Robert J. KAUFFMAN Journal Article

A two-stage mechanism for ordinal peer assessment, Zhize LI, Le ZHANG, Zhixuan FANG, and Jian LI Conference Proceeding Article

A vector field design approach to animated transitions, Yong WANG, Daniel ARCHAMBAULT, Carlos E. SCHEIDEGGER, and Huamin QU Journal Article

BiLock: User authentication via dental occlusion biometrics, Yongpan ZOU, Meng ZHAO, Zimu ZHOU, Jiawei LIN, Mo LI, and Kaishun WU Journal Article

Blockchain based efficient and robust fair payment for outsourcing services in cloud computing, Yinghui ZHANG, Robert H. DENG, Ximeng LIU, and Dong ZHENG Journal Article

Challenges in learning UML: From the perspective of diagrammatic representation and reasoning, Z. SHEN, S. TAN, and Keng SIAU Journal Article

Cognitive antecedents of family business bias in investment decisions: A commentary on 'Risky decisions and the family firm bias: An experimental study based on prospect theory, H. FANG, Keng SIAU, E. MEMILI, and J. DOU Journal Article

Concessive online/offline attribute based encryption with cryptographic reverse firewalls: Secure and efficient fine-grained access control on corrupted machines, Hui MA, Rui ZHANG, Guomin YANG, Zishuai SONG, Shuzhou SUN, and Yuting XIAO Conference Proceeding Article

Diversity in online advertising: A case study of 69 brands on social media, Jisun AN and Ingmar WEBER Conference Proceeding Article

DSH: Deniable secret handshake framework, Yangguang TIAN, Yingjiu LI, Yinghui ZHANG, Nan LI, Guomin YANG, and Yong YU Conference Proceeding Article

Efficient traceable oblivious transfer and its applications, Weiwei LIU, Yinghui ZHANG, Yi MU, Guomin YANG, and Yangguang TIAN Conference Proceeding Article

FocusVR: Effective and usable VR display power management, Kiat Wee Tan, Eduardo CUERVO, and Rajesh Krishna BALAN Journal Article

Implicit linking of food entities in social media, Wen Haw CHONG and Ee Peng LIM Conference Proceeding Article

JobComposer: Career path optimization via multicriteria utility learning, Richard J. OENTARYO, Xavier Jayaraj Siddarth ASHOK, Ee-peng LIM, and Philips Kokoh PRASETYO Conference Proceeding Article

Neural-machine-translation-based commit message generation: how far are we?, Zhongxin LIU, Xin XIA, Ahmed E. HASSAN, David LO, Zhenchang XING, and Xinyu WANG Conference Proceeding Article

Question-guided hybrid convolution for visual question answering, Peng GAO, Pan LU, Hongsheng LI, Shuang LI, Yikang LI, Steven C. H. HOI, and Xiaogang WANG Conference Proceeding Article

Resonance attacks on load frequency control of smart grids, Yongdong WU, Zhuo WEI, Jian WENG, Xin LI, and Robert H. DENG Journal Article

Rule-based specification mining leveraging learning to rank, Zherui CAO, Yuan TIAN, Bui Tien Duy LE, and David LO Journal Article