Skip to main content

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

Smart living for elderly: Design and human-computer interaction considerations, Ranjana SHARMA, Fiona Fui-hoon NAH, Kavya SHARMA, Teja S. KATTA, Natalie PANG, and Alvin YONG Conference Proceeding Article

Strategic Planning for Setting up Base Stations In Emergency Medical Systems, Supriyo GHOSH and Pradeep VARAKANTHAM Conference Proceeding Article

The frustrations and benefits of mobile device usage in the home when co-present with family members, Erick ODUOR, Carman NEUSTAEDTER, William ODOM, Anthony TANG, Niala MOALLEM, Melanie TORY, and Pourang IRANI Conference Proceeding Article

Value-inspired elderly care service design for aging-in-place, Na LIU, Sandeep PURAO, and Hwee-Pink TAN Conference Proceeding Article

Video modeling and learning on Riemannian manifold for emotion recognition in the wild, Mengyi LIU, Ruiping WANG, Shaoxin LI, Zhiwu HUANG, Shiguang SHAN, and Xilin CHEN Journal Article

Analytics for Card-Based Partnerships between Banks and Retailers, GENG DAN and Robert John KAUFFMAN Conference Paper

SLR: A scalable latent role model for attribute completion and tie prediction in social networks, Lizi LIAO, Qirong HO, Jing JIANG, and Ee-peng LIM Conference Proceeding Article

A core task abstraction approach to hierarchical reinforcement learning [Extended abstract], Zhuoru LI, Akshay NARAYAN, and Tze-Yun LEONG Conference Proceeding Article

A key-insulated CP-ABE with key exposure accountability for secure data sharing in the cloud, Hanshu HONG, Zhixin SUN, and Ximeng LIU Journal Article

An autonomous agent for learning spatiotemporal models of human daily activities, Shan GAO and Ah-Hwee TAN Conference Proceeding Article

Anonymous identity-based broadcast encryption with chosen-ciphertext security, Kai HE; Jian WENG; Jia-Nan LIU; Joseph K. LIU; Wei LIU; and DENG, Robert H. Conference Proceeding Article

Approximate inference using DC programming for collective graphical models, Duc Thien NGUYEN, Akshat KUMAR, Hoong Chuin LAU, and Daniel SHELDON Conference Proceeding Article

Approximating the Performance of a "Last Mile" Transportation System, Hai WANG and Amedeo ODONI Journal Article

Are you Charlie or Ahmed? Cultural pluralism in Charlie Hebdo response on Twitter, Jisun AN, Haewoon KWAK, Yelena MEJOVA, Sonia Alonso Saenz DE OGER, and Braulio Gomez FORTES Conference Proceeding Article

Attacks and defence on android free floating windows, Lingyun YING, Yao CHENG, Yemian LU, Yacong GU, Purui SU, and Dengguo FENG Conference Proceeding Article

Augmenting API documentation with insights from stack overflow, Christoph TREUDE and Martin P. ROBILLARD Conference Proceeding Article

CAPTURE: A new predictive anti-poaching tool for wildlife protection, Thanh H. NGUYEN, Arunesh SINHA, Shahrzad GHOLAMI, Andrew PLUMPTRE, Lucas JOPPA, Milind TAMBE, Margaret DRICIRU, Fred WANYAMA, Aggrey RWETSIBA, and Rob CRITCHLOW Conference Proceeding Article

Context-aware advertisement recommendation for high-speed social news feeding, Yuchen LI, Dongxiang ZHANG, Ziquan LAN, and Kian-Lee TAN Conference Proceeding Article

Deeper look into bug fixes: Patterns, replacements, deletions, and additions, Mauricio SOTO, Ferdian THUNG, Chu-Pan WONG, Claire LE GOUES, and David LO Conference Proceeding Article

Domain-specific cross-language relevant question retrieval, Bowen XU, Zhenchang XING, Xin XIA, David LO, Qingye WANG, and Shanping LI Conference Proceeding Article

Efficient 3D dental identification via signed feature histogram and learning keypoint detection, Zhiyuan ZHANG, Sim Heng ONG, Xin ZHONG, and Kelvin W. C. FOONG Journal Article

Efficient verifiable computation of linear and quadratic functions over encrypted data, Ngoc Hieu TRAN, Hwee Hwa PANG, and Robert H. DENG Conference Proceeding Article

EFSPredictor: Predicting configuration bugs with ensemble feature selection, Bowen XU, David LO, Xin XIA, Ashish SUREKA, and Shanping LI Conference Proceeding Article

Euclidean co-embedding of ordinal data for multi-type visualization, Dung D. LE and Hady W. LAUW Conference Proceeding Article

Fast Weighted Histograms for Bilateral Filtering and Nearest Neighbor Searching, Shengfeng HE, Qingxiong YANG, Rynson W. H. LAU, and Ming-Hsuan YANG Journal Article

Graph-aided directed testing of Android applications for checking runtime privacy behaviours, Joseph Joo Keng CHAN, Lingxiao JIANG, Kiat Wee TAN, and Rajesh Krishna BALAN Conference Proceeding Article

#greysanatomy vs. #yankees: Demographics and hashtag use on Twitter, Jisun AN and Ingmar WEBER Conference Proceeding Article

HDIdx: High-dimensional indexing for efficient approximate nearest neighbor search, Ji WAN, Sheng TANG, Yongdong ZHANG, Jintao LI, Pengcheng WU, and Steven C. H. HOI Journal Article

How Android app developers manage power consumption? An empirical study by mining power management commits, Lingfeng BAO, David LO, Xin XIA, Xinyu WANG, and Cong TIAN Conference Proceeding Article

Joint Search by Social and Spatial Proximity [Extended Abstract], Kyriakos MOURATIDIS, Jing LI, Yu TANG, and Nikos MAMOULIS Conference Proceeding Article

Learning adversary behavior in security games: A PAC model perspective, Arunesh SINHA, Debarun KAR, and Milind TAMBE Conference Proceeding Article

Learning to query: Focused web page harvesting for entity aspects, Yuan FANG, Vincent W. ZHENG, and Kevin Chen-Chuan CHANG Conference Proceeding Article

Learning to rank for bug report assignee recommendation, Yuan TIAN, Withthige Dinusha Ruchira WIJEDASA, David LO, and Claire LE GOUES Conference Proceeding Article

Leveraging automated privacy checking for design of mobile privacy protection mechanisms, Joseph Joo Keng CHAN, Lingxiao JIANG, Kiat Wee TAN, and Rajesh BALAN Conference Proceeding Article

Mining and clustering mobility evolution patterns from social media for urban informatics, Chien-Cheng CHEN, Meng-Fen CHIANG, and Wen-Chih PENG Journal Article

Mining social ties beyond homophily, Hongwei LIANG, Ke WANG, and Feida ZHU Conference Proceeding Article

Mobile big data analytics using deep learning and apache spark, Mohammad Abu ALSHEIKH, Dusit NIYATO, Shaowei LIN, Hwee-Pink TAN, and Zhu HAN Journal Article

Modeling autobiographical memory in human-like autonomous agents, Di WANG, Ah-hwee TAN, and Chunyan MIAO Conference Proceeding Article

Modeling human-like non-rationality for social agents, Jaroslaw KOCHANOWICZ, Ah-hwee TAN, and Daniel THALMANN Conference Proceeding Article

Online Passive-Aggressive Active Learning, Jing LU, Peilin ZHAO, and Steven C. H. HOI Journal Article

Online sparse passive aggressive learning with kernels, Jing LU; Peilin ZHAO; and HOI, Steven C. H. Conference Proceeding Article

On Unravelling Opinions of Issue Specific-Silent Users in Social Media, Wei GONG, Ee-Peng LIM, Feida ZHU, and Pei Hua CHER Conference Proceeding Article

Optimizing selection of competing services with probabilistic hierarchical refinement, Tian Huat TAN, Manman CHEN, Jun SUN, Yang LIU, Étienne ANDRÉ, Yinxing XUE, and Jin Song DONG Conference Proceeding Article

Overcoming open source project entry barriers with a portal for newcomers, Igor STEINMACHER, Tayana U. CONTE, Christoph TREUDE, and Marco Aurélio GEROSA Conference Proceeding Article

Reinforcement learning framework for modeling spatial sequential decisions under uncertainty: (Extended abstract), Truc Viet LE, Siyuan LIU, and Hoong Chuin LAU Conference Proceeding Article

Robust influence maximization, Meghna LOWALEKAR, Pradeep VARAKANTHAM, and Akshat KUMAR Conference Proceeding Article

Semantic proximity search on graphs with metagraph-based learning, Yuan FANG, Wenqing LIN, Vincent W. ZHENG, Min WU, Kevin Chen-Chuan CHANG, and Xiao-Li LI Conference Proceeding Article

Simultaneous optimization and sampling of agent trajectories over a network, Hala MOSTAFA, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

SLR: A scalable latent role model for attribute completion and tie prediction in social networks, Lizi LIAO, Qirong HO, Jing JIANG, and Ee-peng LIM Conference Proceeding Article

Social context cognition crowd-sourcing and semi-automatic parametrization, Jaroslaw KOCHANOWICZ, Ah-hwee TAN, and Daniel THALMANN Journal Article

Stabilized annotations for mobile remote assistance, Omid FAKOURFAR, Kevin TA, Richard TANG, Scott BATEMAN, and Anthony TANG Conference Proceeding Article

Temporal kernel descriptors for learning with time-sensitive patterns, Doyen SAHOO; Abhishek SHARMA; HOI, Steven C. H.; and Peilin ZHAO Conference Proceeding Article

The design of assistive location-based technologies for people with ambulatory disabilities: A formative study, Kotaro HARA, Christine CHEN, and Jon E. FROEHLICH Conference Proceeding Article

The social side of software platform ecosystems, Cleidson R. B. DA SOUZA, Fernando FIGUEIRA FILHO, Müller MIRANDA, Renato Pina FERREIRA, Christoph TREUDE, and Leif SINGER Conference Proceeding Article

Using abstractions to solve opportunistic crime security games at scale, Chao ZHANG, Victor BUCAREY, Ayan MUKHOPADHYAY, Arunesh SINHA, QIAN. Yundi, Yevgeniy VOROBEYCHIK, and Milind TAMBE Conference Proceeding Article

You are being watched: Bystanders' perspective on the use of camera devices in public spaces, Samarth SINGHAL, Carman NEUSTAEDTER, Thecla SCHIPHORST, Anthony TANG, Abhisekh PATRA, and Rui PAN Conference Proceeding Article

A graph-based semantics workbench for concurrent Asynchronous programs, Claudio CORRODI, Alexander HEUßNER, and Christopher M. POSKITT Conference Proceeding Article

A Framework for Evaluating Energy Sustainability Efforts in Maritime Terminal Operations, Kar Way TAN and Members of Green Transformation Lab Conference Poster

Anonymous proxy signature with hierarchical traceability, Jiannan WEI, Guomin YANG, Yi MU, and Kaitai LIANG Journal Article

Case studies of WSN-CPS applications, Fang-Jing WU, Tie LUO, and Hwee-Pink TAN Book Chapter

Crowdsourcing: A building block for smart cities, Archan MISRA Conference Proceeding Article

Dual-server public-key encryption with keyword Search for secure cloud storage, Rongmao CHEN, Yi MU, Guomin YANG, Fuchun GUO, and Xiaofen WANG Journal Article

Foreword to special section on graphics interface 2015, Hao ZHANG and Anthony TANG Editorial

From classification to quantification in tweet sentiment analysis, Wei GAO and Fabrizio SEBASTIANI Journal Article

Incentive Mechanism Design for Crowdsourcing: An All-pay Auction Approach, Tie LUO, Sajal K. DAS, Hwee-Pink TAN, and Lirong XIA Journal Article

Knowledge cluster development through connectivity: Examples from Southeast Asia, Hans-Dieter EVERS and Thomas MENKHOFF Conference Proceeding Article

Large scale online kernel learning, Jing LU; HOI, Steven C. H.; Jialei WANG; Peilin ZHAO; and Zhi-Yong LIU Journal Article

LightSense: Exploiting smart bulbs for practical multimodal localization, Huynh NGUYEN, Archan MISRA, and Youngki LEE Conference Proceeding Article

Mapping information systems student skills to industry skills framework, SHANKARARAMAN, Venky and GOTTIPATI Swapna Conference Proceeding Article

Mercury isotopes of atmospheric particle bound mercury for source apportionment study in urban Kolkata, India, Reshmi DAS, Xianfeng WANG, Bahareh KHEZRI, Richard D. WEBSTER, Pradip Kumar SIKDAR, and Subhajit DATTA Journal Article

MyCompetencies: Competency tracking mobile application for IS students, GOTTIPATI Swapna and SHANKARARAMAN, Venky Conference Proceeding Article

Not you too? Distilling local contexts of poor cellular network performance through participatory sensing, Huiguang LIANG, Ido NEVAT, Hyong S. KIM, Hwee-Pink TAN, and Wai-Leong YEOW Conference Proceeding Article

OLPS: A toolbox for on-line portfolio selection, Bin LI; Doyen SAHOO; and HOI, Steven C. H. Journal Article

On effective location-aware music recommendation, Zhiyong CHENG and Jialie SHEN Journal Article

Ontology-aided feature correlation for multi-modal urban sensing, Archan MISRA, Zaman LANTRA, and Kasthuri JAYARAJAH Conference Proceeding Article

Patrol Scheduling in an Urban Rail Network, Hoong Chuin LAU, Zhi YUAN, and Aldy GUNAWAN Journal Article

PerSentiment: A personalized sentiment classification system for microblog users, Kaisong SONG, Ling CHEN, Wei GAO, Shi FENG, Daling WANG, and Chengqi ZHANG Conference Proceeding Article

Personal credit profiling via latent user behavior dimensions on social media, Guangming GUO, Feida ZHU, Enhong CHEN, Le WU, Qi LIU, Yingling LIU, and Minghui QIU Conference Proceeding Article

Policy analytics, household informedness and the collection of household hazardous waste, Kustini LIM-WAVDE, Robert J. KAUFFMAN, and Greg DAWSON Conference Proceeding Article

Quality and context-aware smart health care: Evaluating the cost-quality dynamics, Nirmalya ROY, Christine JULIEN, Archan MISRA, and Sajal DAS Magazine Article

Rate Distortion Balanced Data Compression in Wireless Sensor Networks, Mohammad Abu ALSHEIKH, Shaowei LIN, Dusit NIYATO, and Hwee-Pink TAN Journal Article

Semantic Visualization with Neighborhood Graph Regularization, Tuan Minh Van LE and Hady W. LAUW Journal Article

Smokey: Ubiquitous smoking detection with commercial WiFi infrastructures, Xiaolong ZHENG, Jiliang WANG, Longfei SHANGGUAN, Zimu ZHOU, and Yunhao LIU Conference Proceeding Article

Tuning by turning: Enabling phased array signal processing for WiFi with inertial sensors, Kun QIAN, Chenshu WU, Zheng YANG, Zimu ZHOU, Xu WANG, and Yunhao LIU Conference Proceeding Article

Understanding the determinants of human computation game acceptance: The effects of aesthetic experience and output quality, Xiaohui WANG, Dion Hoe-Lian GOH, Ee-peng LIM, and Wei Liang Adrian VU Journal Article

What makes a music track popular in online social networks?, Jing REN, Jialie SHEN, and Robert John KAUFFMAN Conference Proceeding Article

When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks, Wei CHEN, Feida ZHU, Lei ZHAO, and Xiaofang ZHOU Conference Proceeding Article

Where am I? Characterizing and improving the localization performance of off-the-shelf mobile devices through cooperation, Huiguang LIANG, Hyong S. KIM, Hwee-Pink TAN, and Wai-Leong YEOW Conference Proceeding Article

Scalable E-Learning Platform for Spreadsheet Modeling, V Lai, Kyong Jin SHIM, and M. Prithivirajan Conference Paper

A business zone recommender system based on Facebook and urban planning data, Jovian LIN, Richard Jayadi OENTARYO, Ee Peng LIM, Casey VU, Adrian Wei Liang VU, and Philips Kokoh and PRASETYO Conference Proceeding Article

A large scale study of multiple programming languages and code quality, Pavneet Singh KOCHHAR, Withthige Dinusha Ruchira WIJEDASA, and David LO Conference Proceeding Article

A more accurate model for finding tutorial segments explaining APIs, He JIANG, Jingxuan ZHANG, Xiaochen LI, Zhilei REN, and David LO Conference Proceeding Article

An adaptive wireless passive human detection via fine-grained physical layer information, Liangyi GONG, Wu YANG, Zimu ZHOU, Dapeng MAN, Haibin CAI, Xiancun ZHOU, and Zheng YANG Journal Article

Campus-scale Mobile Crowd-tasking: Deployment and Behavioral Insights, Thivya KANDAPPU, Archan MISRA, Shih-Fen CHENG, Nikita JAIMAN, Randy TANDRIANSIYAH, Cen CHEN, Hoong Chuin LAU, Deepthi CHANDER, and Koustuv DASGUPTA Conference Proceeding Article

CCA-secure keyed-fully homomorphic encryption, Junzuo LAI; DENG, Robert H.; Changshe MA; Kouichi SAKURAI; and Jian WENG Conference Proceeding Article

Detection of bird nests in overhead catenary system images for high-speed rail, Xiao WU, Ping YUAN, Qiang PENG, Chong-wah NGO, and Jun-Yan HE Journal Article

Did you take a break today? Detecting playing foosball using your smartwatch, Sougata SEN, Kiran K. RACHURI, Abhishek MUKHERJI, and Archan MISRA Conference Proceeding Article

Diversity Maximization Speedup for Localizing Faults in Single-Fault and Multi-Fault Programs, Xin XIA, Liang GONG, Tien-Duy B. LE, David LO, Lingxiao JIANG, and Hongyu ZHANG Journal Article

Elderly Medication Adherence Monitoring with the Internet of Things, Xiaoping TOH, Hwee Xian TAN, Huiguang LIANG, and Hwee-Pink TAN Conference Proceeding Article

Feature knowledge based fault detection of induction motors through the analysis of stator current data, Ting YANG, Haibo PEN, Zhaoxia WANG, and Che Sau CHANG Journal Article