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Mun Yong Yi

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affiliation: Korea Advanced Institute of Science and Technology (KAIST),Graduate School of Knowledge Service Engineering, Daejeon, South Korea

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2020 – today

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2024
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Mujin Kim, Willmer Rafell Quiñones Robles, Young Sin Ko, Bryan Wong, Sol Lee, Mun Yong Yi:
A predicted-loss based active learning approach for robust cancer pathology image analysis in the workplace. BMC Medical Imaging 24(1): 5 (2024)
[j39]
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Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi:
Keyword-enhanced recommender system based on inductive graph matrix completion. Eng. Appl. Artif. Intell. 128: 107499 (2024)
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Daeyoung Roh, Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi:
SIG-Net: GNN based dropout prediction in MOOCs using Student Interaction Graph. SAC 2024: 29-37
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Daehee Kim, Donghee Han, Daeyoung Roh, Keejun Han, Mun Yong Yi:
Less is More: A Streamlined Graph-Based Fashion Outfit Recommendation without Multimodal Dependency. SAC 2024: 492-495
[i6]
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JongWoo Kim, SeongYeub Chu, HyeongMin Park, Bryan Wong, Mun Yong Yi:
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning. CoRR abs/2407.20648 (2024)
[i5]
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JongWoo Kim, Bryan Wong, Young Sin Ko, Mun Yong Yi:
MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images. CoRR abs/2407.21604 (2024)
[i4]
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Bryan Wong, Mun Yong Yi:
PreMix: Boosting Multiple Instance Learning in Digital Histopathology through Pre-training with Intra-Batch Slide Mixing. CoRR abs/2408.01162 (2024)
[i3]
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Bryan Wong, Mun Yong Yi:
Rethinking Pre-trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification. CoRR abs/2408.01167 (2024)
[i2]
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SeongYeub Chu, JongWoo Kim, Mun Yong Yi:
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation. CoRR abs/2409.07355 (2024)
2023
[j38]
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Donghee Han, Daehee Kim, Minsu Kim, Keejun Han, Mun Yong Yi:
Temporal enhanced inductive graph knowledge tracing. Appl. Intell. 53(23): 29282-29299 (2023)
[j37]
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Chang-Hoo Jeong, Mun Yong Yi:
Correcting rainfall forecasts of a numerical weather prediction model using generative adversarial networks. J. Supercomput. 79(2): 1289-1317 (2023)
[c44]
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Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi:
Inductive Graph-based Knowledge Tracing. BigComp 2023: 92-99
[c43]
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Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi:
Context-aware Inductive Graph Matrix Completion with Sentence BERT. ICWS 2023: 382-392
2022
[j36]
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Ji-Eun Kim, Chang-Hun Lee, Mun Yong Yi:
New Weapon Target Assignment Algorithms for Multiple Targets Using a Rotational Strategy and Clustering Approach. IEEE Access 10: 43738-43750 (2022)
[j35]
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Hyojin Chin, Mun Yong Yi:
Voices that Care Differently: Understanding the Effectiveness of a Conversational Agent with an Alternative Empathy Orientation and Emotional Expressivity in Mitigating Verbal Abuse. Int. J. Hum. Comput. Interact. 38(12): 1153-1167 (2022)
[j34]
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Rafikatiwi Nur Pujiarti, Bumho Lee, Mun Yong Yi:
Enhancing User's Self-Disclosure through Chatbot's Co-Activity and Conversation Atmosphere Visualization. Int. J. Hum. Comput. Interact. 38(18-20): 1891-1908 (2022)
[c42]
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CheonSol Lee, DongHee Han, Seungwoo Choi, Keejun Han, Mun Yong Yi:
Multi-Relational Stacking Ensemble Recommender System Using Cinematic Experience. BigComp 2022: 300-303
[c41]
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Hyun Soo Kim, Nabilah Muallifah, Yesung Cho, Bumho Lee, Mun Yong Yi:
Deep learning-based defect detection on livestock operations. RACS 2022: 21-27
2021
[j33]
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Jaeheung Yoo, Saesol Choi, Yujong Hwang, Mun Yong Yi:
The Role of User Resistance and Social Influences on the Adoption of Smartphone: Moderating Effect of Age. J. Organ. End User Comput. 33(2): 36-58 (2021)
[c40]
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Willmer R. Quinones, Ashraf Murtaza, Mun Yong Yi:
Impact of Patch Extraction Variables on Histopathological Imagery Classification Using Convolution Neural Networks. CSCI 2021: 1176-1181
2020
[j32]
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Jae-Gil Lee, Donghwan Bae, Sansung Kim, Jungeun Kim, Mun Yong Yi:
An effective approach to enhancing a focused crawler using Google. J. Supercomput. 76(10): 8175-8192 (2020)
[c39]
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Hyojin Chin, Lebogang Wame Molefi, Mun Yong Yi:
Empathy Is All You Need: How a Conversational Agent Should Respond to Verbal Abuse. CHI 2020: 1-13
[c38]
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Patara Trirat, Sakonporn Noree, Mun Yong Yi:
IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms. EDM 2020

2010 – 2019

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2019
[j31]
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Keejun Han, Mun Yong Yi, Jungeun Kim:
Search Personalization in Folksonomy by Exploiting Multiple and Temporal Aspects of User Profiles. IEEE Access 7: 95610-95619 (2019)
[j30]
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Juneyoung Park, Seunghyun Kim, Auk Kim, Mun Yong Yi:
Learning to be better at the game: Performance vs. completion contingent reward for game-based learning. Comput. Educ. 139: 1-15 (2019)
[j29]
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Juneyoung Park, De Liu, Mun Yong Yi, Radhika Santhanam:
GAMESIT: A gamified system for information technology training. Comput. Educ. 142 (2019)
[j28]
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Jincheul Jang, Mun Yong Yi:
Determining and validating smart TV UX factors: A multiple-study approach. Int. J. Hum. Comput. Stud. 130: 58-72 (2019)
[c37]
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Yoonjeong Cha, Jincheul Jang, Younghyun Hong, Mun Yong Yi:
"Jack-of-All-Trades": A Thematic Analysis of Conversational Agents in Multi-Device Collaboration Contexts. CHI Extended Abstracts 2019
[c36]
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Hyojin Chin, Mun Yong Yi:
Should an Agent Be Ignoring It?: A Study of Verbal Abuse Types and Conversational Agents' Response Styles. CHI Extended Abstracts 2019
[c35]
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Jayong Kim, Mun Yong Yi:
A Hybrid Modeling Approach for an Automated Lyrics-Rating System for Adolescents. ECIR (1) 2019: 779-786
[c34]
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Jaehoon Oh, Sangmook Kim, Se-Young Yun, Seungwoo Choi, Mun Yong Yi:
A pipelined hybrid recommender system for ranking the items on the display. RecSys Challenge 2019: 9:1-9:5
2018
[j27]
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Yoonjeong Cha, Jongwon Kim, Sangkeun Park, Mun Yong Yi, Uichin Lee:
Complex and Ambiguous: Understanding Sticker Misinterpretations in Instant Messaging. Proc. ACM Hum. Comput. Interact. 2(CSCW): 30:1-30:22 (2018)
[c33]
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Elizabeth Tobing, Ashraf Murtaza, Keejun Han, Mun Yong Yi:
EP-CapsNet: Extending Capsule Network with Inception Module for Electrophoresis Binary Classification. BIBE 2018: 327-333
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Hyojin Chin, Jayong Kim, Yoonjong Kim, Jinseop Shin, Mun Yong Yi:
Explicit Content Detection in Music Lyrics Using Machine Learning. BigComp 2018: 517-521
[c31]
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Joonyoung Park, Jin Yong Sim, Jaejeung Kim, Mun Yong Yi, Uichin Lee:
Interaction Restraint: Enforcing Adaptive Cognitive Tasks to Restrain Problematic User Interaction. CHI Extended Abstracts 2018
[c30]
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Wonyoung Shin, Soowon Kang, Inyeop Kim, Mun Yong Yi, Uichin Lee:
TNT: Exploring Pseudo Social Reminding for Effective Task Management. CHI Extended Abstracts 2018
[c29]
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Yoonjeong Cha, Sungu Nam, Mun Yong Yi, Jaeseung Jeong, Woontack Woo:
Augmented Collaboration in Shared Space Design with Shared Attention and Manipulation. UIST (Adjunct Volume) 2018: 13-15
2017
[j26]
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Seongchan Kim, Jae-Gil Lee, Mun Yong Yi:
Developing information quality assessment framework of presentation slides. J. Inf. Sci. 43(6): 742-768 (2017)
[c28]
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Jincheul Jang, Mun Yong Yi:
Modeling User Satisfaction from the Extraction of User Experience Elements in Online Product Reviews. CHI Extended Abstracts 2017: 1718-1725
[c27]
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Hyojin Chin, Hengameh Zabihi, Sangkeun Park, Mun Yong Yi, Uichin Lee:
WatchOut: Facilitating Safe Driving Behaviors with Social Support. CHI Extended Abstracts 2017: 2459-2465
2016
[c26]
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Megawati, Saemi Jang, Mun Yong Yi:
Utilization of DBpedia Mapping in Cross Lingual Wikipedia Infobox Completion. Australasian Conference on Artificial Intelligence 2016: 303-316
[c25]
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Juneyoung Park, Mun Yong Yi:
Graph-based retrieval model for semi-structured data. BigComp 2016: 361-364
[c24]
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Keejun Han, Eunkyung G. Lee, Hyunwoo Je, Mun Yong Yi:
Introducing experiential knowledge platform: A smart decision supporter for field experts. BigComp 2016: 404-407
[c23]
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Jiyeon Choi, Youkyoung Park, Mun Yong Yi:
A hybrid method for retrieving medical documents with query expansion. BigComp 2016: 411-414
[c22]
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  - conf/tvx/JangZHPY16
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Jincheul Jang, Dapeng Zhao, Woneui Hong, Youkyoung Park, Mun Yong Yi:
Uncovering the Underlying Factors of Smart TV UX over Time: A Multi-study, Mixed-method Approach. TVX 2016: 3-12
[i1]
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Gautam Singh, Saemi Jang, Mun Yong Yi:
Cross-Lingual Predicate Mapping Between Linked Data Ontologies. CoRR abs/1612.01892 (2016)
2015
[j25]
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Yujong Hwang, William J. Kettinger, Mun Yong Yi:
Personal information management effectiveness of knowledge workers: conceptual development and empirical validation. Eur. J. Inf. Syst. 24(6): 588-606 (2015)
[j24]
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Dongwon Lee, Junghoon Moon, YongJin Kim, Mun Yong Yi:
Antecedents and consequences of mobile phone usability: Linking simplicity and interactivity to satisfaction, trust, and brand loyalty. Inf. Manag. 52(3): 295-304 (2015)
[j23]
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Sungho Shin, Hanmin Jung, Mun Yong Yi:
Building a Business Knowledge Base by a Supervised Learning and Rule-Based Method. KSII Trans. Internet Inf. Syst. 9(1): 407-420 (2015)
[c21]
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Jincheul Jang, Jason J. Y. Park, Mun Yong Yi:
Gamification of Online Learning. AIED 2015: 646-649
[c20]
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Grace E. Lee, Keejun Han, Mun Yong Yi:
Incorporating Distinct Opinions in Content Recommender System. AIRS 2015: 109-120
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Donghwan Bae, Keejun Han, Juneyoung Park, Mun Yong Yi:
AppTrends: A graph-based mobile app recommendation system using usage history. BigComp 2015: 210-216
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Keejun Han, Juneyoung Park, Mun Yong Yi:
Adaptive and multiple interest-aware user profiles for personalized search in folksonomy: A simple but effective graph-based profiling model. BigComp 2015: 225-231
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Saemi Jang, Megawati, Jiyeon Choi, Mun Yong Yi:
Semi-Automatic Quality Assessment of Linked Data without Requiring Ontology. NLP-DBPEDIA@ISWC 2015: 45-55
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Seongchan Kim, Jiyeon Choi, Mun Yong Yi:
Improving Knowledge Validation using Objectivity and Corroborativeness of Web Resources. ISWC (Posters & Demos) 2015
2014
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Gyeong June Hahm, Mun Yong Yi, Jae-Hyun Lee, Hyo-Won Suh:
A personalized query expansion approach for engineering document retrieval. Adv. Eng. Informatics 28(4): 344-359 (2014)
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Sungho Shin, Jung-Ho Um, Dongmin Seo, Sung-Pil Choi, Seungwoo Lee, Hanmin Jung, Mun Yong Yi:
Platform to Build the Knowledge Base by Combining Sensor Data and Context Data. Int. J. Distributed Sens. Networks 10 (2014)
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Soon Gill Hong, Sungho Shin, Mun Yong Yi:
Contextual keyword extraction by building sentences with crowdsourcing. Multim. Tools Appl. 68(2): 401-412 (2014)
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David Müller, Mun Yong Yi:
Annotating korean text documents with linked data resources. Multim. Tools Appl. 68(2): 413-427 (2014)
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Sansung Kim, Keejun Han, Mun Yong Yi, Sinhee Cho, Seongchan Kim:
Exploiting Knowledge Structure for Proximity-aware Movie Retrieval Model. CIKM 2014: 1847-1850
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Soon Gill Hong, Sinhee Cho, Mun Yong Yi:
Unsupervised Verb Inference from Nouns Crossing Root Boundary. COLING 2014: 1248-1259
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Seongchan Kim, Wonchul Jung, Keejun Han, Jae-Gil Lee, Mun Yong Yi:
Quality-Based Automatic Classification for Presentation Slides. ECIR 2014: 638-643
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Hyoseok Yoon, Young Yim Doh, Mun Yong Yi, Woontack Woo:
A Conceptual Framework for Augmented Smart Coach Based on Quantified Holistic Self. HCI (21) 2014: 498-508
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Volha Bryl, Christian Bizer, Robert Isele, Mateja Verlic, Soon Gill Hong, Sammy Jang, Mun Yong Yi, Key-Sun Choi:
Interlinking and Knowledge Fusion. Linked Open Data 2014: 70-89
2013
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Mun Yong Yi, Jane J. Yoon, Joshua M. Davis, Taesik Lee:
Untangling the antecedents of initial trust in Web-based health information: The roles of argument quality, source expertise, and user perceptions of information quality and risk. Decis. Support Syst. 55(1): 284-295 (2013)
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Joyce D. Jackson, Mun Yong Yi, Jae S. Park:
An empirical test of three mediation models for the relationship between personal innovativeness and user acceptance of technology. Inf. Manag. 50(4): 154-161 (2013)
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Yujong Hwang, William J. Kettinger, Mun Yong Yi:
A study on the motivational aspects of information management practice. Int. J. Inf. Manag. 33(1): 177-184 (2013)
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Keejun Han, Mun Yong Yi, Gahgene Gweon, Jae-Gil Lee:
Understanding the Difficulty Factors for Learning Materials: A Qualitative Study. AIED 2013: 615-618
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Eun Ji Kim, Mun Yong Yi:
Toward Interlinking Asian Resources Effectively: Chinese to Korean Frequency-Based Machine Translation System. JIST 2013: 69-74
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Saemi Jang, Satria Hutomo, Soon Gill Hong, Mun Yong Yi:
Interlinking Multilingual LOD Resources: A Study on Connecting Chinese, Japanese, and Korean Resources Using the Unihan Database. ISWC (Posters & Demos) 2013: 229-232
2012
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Joshua M. Davis, Mun Yong Yi:
User disposition and extent of Web utilization: A trait hierarchy approach. Int. J. Hum. Comput. Stud. 70(5): 346-363 (2012)
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Hyung W. Kim, Keejun Han, Mun Yong Yi, Joonmyun Cho, Jinwoo Hong:
MovieMine: personalized movie content search by utilizing user comments. IEEE Trans. Consumer Electron. 58(4): 1416-1424 (2012)
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Soon Gill Hong, Saemi Jang, Young Ho Chung, Mun Yong Yi, Key-Sun Choi:
Interlinking Korean Resources on the Web. JIST 2012: 382-387
2011
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Sung-Hee "Sunny" Park, Lorraine Lee, Mun Yong Yi:
Group-level effects of facilitating conditions on individual acceptance of information systems. Inf. Technol. Manag. 12(4): 315-334 (2011)
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Minsam Ko, Hyung W. Kim, Mun Yong Yi, Junehwa Song, Ying Liu:
MovieCommenter: Aspect-based collaborative filtering by utilizing user comments. CollaborateCom 2011: 362-371
2010
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Yujong Hwang, William J. Kettinger, Mun Yong Yi:
Understanding Information Behavior and the Relationship to Job Performance. Commun. Assoc. Inf. Syst. 27: 8 (2010)
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Joyce D. Jackson, Mun Yong Yi, Jae S. Park:
Effects of individual innovativeness on physician acceptance of information technology. Int. J. Serv. Stand. 6(1): 21-42 (2010)
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Radhika Santhanam, Deborah Compeau, Mun Yong Yi, Guillermo Rodríguez-Abitia:
Information Technology Training for a Globalized Workforce - Challenges, Tools and Research Directions. AMCIS 2010: 124

2000 – 2009

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2007
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Joshua M. Davis, Lorraine Lee, Mun Yong Yi:
Examining the Relationships Among Personality Traits, IT-specific Traits, and Perceived Ease of Use. AMCIS 2007: 295
2006
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Mun Yong Yi, Kirk D. Fiedler, Jae S. Park:
Understanding the Role of Individual Innovativeness in the Acceptance of IT-Based Innovations: Comparative Analyses of Models and Measures. Decis. Sci. 37(3): 393-426 (2006)
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Mun Yong Yi, Joyce D. Jackson, Jae S. Park, Janice C. Probst:
Understanding information technology acceptance by individual professionals: Toward an integrative view. Inf. Manag. 43(3): 350-363 (2006)
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Fiona Fui-Hoon Nah, Ping Zhang, Scott McCoy, Mun Yong Yi:
Human-computer interaction research in the management information systems discipline. Int. J. Hum. Comput. Stud. 64(9): 787-788 (2006)
2005
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Sung-Hee Park, Lorraine Lee, Mun Yong Yi:
Modeling Multilevel Structures of Information Technology Acceptance: An Investigation of Group Level Effects on Individual Usage of Web-Based Systems. AMCIS 2005: 213
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Khawaja Asjad Saeed, Mun Yong Yi, Insoo Hwang:
Website Intelligence: Conceptual Development and Empirical Assessment. AMCIS 2005: 364
2004
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Mun Yong Yi, Kun S. Im:
Predicting Computer Task Performance: Personal Goal and Self-Efficacy. J. Organ. End User Comput. 16(2): 20-37 (2004)
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Mun Yong Yi, Kirk D. Fiedler:
Beyond Innovation Characteristics: Effects of Adopter Categories on the Acceptance Outcomes of Online Shopping. AMCIS 2004: 406
2003
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Gary Hackbarth, Varun Grover, Mun Yong Yi:
Computer playfulness and anxiety: positive and negative mediators of the system experience effect on perceived ease of use. Inf. Manag. 40(3): 221-232 (2003)
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Mun Yong Yi, Yujong Hwang:
Predicting the use of web-based information systems: self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model. Int. J. Hum. Comput. Stud. 59(4): 431-449 (2003)
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Mun Yong Yi, Fred D. Davis:
Developing and Validating an Observational Learning Model of Computer Software Training and Skill Acquisition. Inf. Syst. Res. 14(2): 146-169 (2003)
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Khawaja Asjad Saeed, Yujong Hwang, Mun Yong Yi:
Toward an Integrative Framework for Online Consumer Behavior Research: A Meta-Analysis Approach. J. Organ. End User Comput. 15(4): 1-26 (2003)
2001
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Mun Yong Yi, Fred D. Davis:
Improving Computer Training Effectiveness for Decision Technologies: Behavior Modeling and Retention Enhancement. Decis. Sci. 32(3): 521-544 (2001)

1990 – 1999

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1998
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George M. Marakas, Mun Yong Yi, Richard D. Johnson:
The Multilevel and Multifaceted Character of Computer Self-Efficacy: Toward Clarification of the Construct and an Integrative Framework for Research. Inf. Syst. Res. 9(2): 126-163 (1998)
1996
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George M. Marakas, Mun Yong Yi, Richard D. Johnson:
The Multilevel Construct of Computer Self-Efficacy: An Empirical Investigation at the General and Task-Specific Levels. ICIS 1996: 53

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