Welcome.

• Background

  • I am PhD student in the Department of Computer Engineering at the SoongSil University, Republic of Korea in 2014. My advisor is Prof. Young-Tack Park and

  • I am working in the Artificial Intelligence Lab. And I got my Bachelors and Master degrees in Computer from the SoongSil University in 2010 and 2013 respectively.

  • My research area is a field of Context-aware System, Activity Recognition in the Mobile OS, Inference of Ontology using the Distributed System.

  • Now a day, I am involved in the project of intelligent mobile platform and the Exobrain to make brain thinking like a human.

• Education

  • Ph.D Computer Engineering (Mar. 2014 - Aug. 2020)

Dept. of Computer Engineering, SoongSil University, Republic of Korea.

• • M.S Computer Engineering (Aug. 2013)

Dept. of Computer Engineering, SoongSil University, Republic of Korea.

Thesis. "Mobile Sensor based User Activity Recognition" [Link]

• • B.S Computer Engineering (Feb. 2010)

Dept. of Computer Engineering, SoongSil University, Republic of Korea.

• Experience Skill

- A.I : Knowledge Representation and Reasoning, CommonSense Reasoning, Activity Recognition in Mobile Platform, Machine Learning.

- Big Data Platform : Spark, GraphX, Hadoop, HBase, Pig, Hive, Impala

- Language : Scala, Jess, Jena, Prolog, Protege, ASP(Answer Set Solving in Practice), Python, Matlab, Java, C / C++

• Publications

- Myung-Joong Jeon, Hyun-Kyu Park, Young-Tack Park, "Explanation system for scalable data based SPARQL results" (대용량 데이터 기반 SPARQL 질의결과에 대한 설명 시스템),

Journal of KIISE, Vol. xx, No. x, pp. xx-xx, xx, 2017 [Link]

- Myung-Joong Jeon, Wan-Gon Lee, Jagvaral Batselem, Hyun-Kyu Park, Young-Tack Park, "SWAT: A Study on the Efficient Integration between SWRL and ATMS based on Distributed In-memory System" (SWAT: 분산 인-메모리 시스템 기반 SWRL과 ATMS의 효율적 결합 연구), Journal of KIISE, Vol. xx, No. x, pp. xx-xx, xx, 2017 [Link]

- Jagvaral Batselem, Wan-Gon Lee, Hyun-Kyu Park, Myung-Joong Jeon, Young-Tack Park, "Extracting Rules from Neural networks with Continuous Attributes" (연속형 속성을 갖는 인공 신경망의 규 칙 추출), Journal of KIISE, Vol. 45, No. 1, pp. 22-29, Jun, 2018 [Link]

- Jagvaral Batselem, Wan-Gon Lee, Hyun-Kyu Park, Myung-Joong Jeon, Nam-Gee Lee, Young-Tack Park, "Large-scale incremental OWL/RDFS reasoning over fuzzy RDF data", Big Data and Smart Computing(BigComp) 2017 International Conference, March, 2017 [Link]

- Wan Gon Lee, Myung Joong Jeon, et. al., "Distributed In-Memory based Large Scale RDFS Reasoning and Query Processing Engine for the Population of Temporal/Spatial Information of Media Ontology"(미디어 온톨로지의 시공간 정보 확장을 위한 분산 인메모리 기반의 대용량 RDFS 추론 및 질의 처리 엔진), Journal of KIISE, Vol. 43, No. 9, pp. 963-973, Sep, 2016 [Link]

- Myung Joong Jeon, Jin Young Hong, Young Tack Park, "SparkQLing : SPARQL Query Processing System over Scalable Triple Data using SparkSQL Framework" (SparQling : SparkSQL 기반 대용량 트리플 데이터를 위한 SPARQL 질의 시스템 구축), Journal of KIISE, Vol. 43, No. 4, pp. 450-459, April, 2016 [Link]

- Jin Young Hong, Myung Joong Jeon, Young Tack Park, "Scalable Ontology Reasoning using GPU Cluster Approach"(GPU클러스터 기반 대용량 온톨로지 추론), Journal of KIISE, Vol. 43, No. 1, pp. 61-70, Jan, 2016 [Link]

- Myung Joong Jeon, Chi Seoung So, Batselem Jagvaral, KangPil Kim, Jin Kim, Jin Young Hong, Young Tack Park, "Scalable RDFS Reasoning Using the Graph Structure of In-Memory based Parallel Computing"(인메모리 기반 병렬 컴퓨팅 그래프 구조를 이용한 대용량 RDFS 추론), Journal of KIISE, Vol. 42, No. 8, pp. 998-1009, Aug, 2015 [Link]

- Myung Joong Jeon, Young Tack Park, "Robust User Activity Recognition using Smartphone Accelerometer Sensors"(스마트폰 가속도 센서를 이용한 강건한 사용자 행위 인지 방법), Journal of KIPS transactions on software and data engineering, Vol. 2, No. 9, pISSN. 2287-5905, Aug, 2013 [Link]

- Myung Joong Jeon, Young Tack Park, "User Activity Recognition using Decision Tree based on Smart Phone"(Decision Tree를 사용한 스마트폰 기반 사용자 행위 인지), Korea Computer Congress(KCC) 2013 of KIISE, Vol. 1, No. 1, pp. 1535-1537, Jun, 2013 [Link]

- Myung Joong Jeon, Batselem Jagvaral, Young Tack Park, "User Activity Aware based SVM using Mobile Accelerometer Data"(모바일 가속도 데이터를 사용한 SVM 기반의 사용자 행위 인지), Fall Conference of KIISE, Vol. 39, No. 2(B), pp. 228-230, Nov, 2012 [Link]

- Je Min Kim, Seoung Kok Yang, Hae Jung Baek, Myung Joong Jeon, Young Tack Park, "GPS Noise Reduction and Trajectories Simplification for Personal Routes Learning in Close Range"(근거리 영역에서의 개인 경로 학습을 위한 노이즈 좌표 제거 및 이동 궤적의 단순화 기법), Journal of KIISE, Vol. 39, No 4, pp. 260-269, Aug, 2012 [Link]

- Seoung Kok Yang, Hae Jung Baek, Je Min Kim, Myung Joong Jeon, Young Tack Park, "GPS Coordinates based on Trajectory Extraction Approaches for the Learning Personal Paths"(개인 경로 학습을 위한 GPS 좌표 기반 이동 궤적 추출), Fall Conference of KIISE, Vol. 38, No. 2(D), pp. 1-4, Nov, 2011 [Link]

• Patents & Software

- Young Tack Park, Myung Joong Jeon, Jin Young Hong, "SparkSQL 기반의 SPARQL 질의 처리 수행 시스템", Reg. No. 101718119, Domestic Patent Registration, March, 14, 2017

- Young Tack Park, JeMin Kin, Myung Joong Jeon, Jagvaral Batselem, "MOBILE DEVICE FOR DISTINGUISHING USER’S MOVEMENT, METHOD THEREFOR, AND METHOD FOR GENERATING HIERARCHICAL TREE MODEL THEREFOR(그 계층적 트리 모델을 생성하기 위해 user`s 이동, 그 방법과 방법을 구별하기 위한 모바일 디바이스"), Reg. No. 09253604, International Patent Registration(US), Feb. 2, 2016

- Young Tack Park, JeMin Kin, Myung Joong Jeon, Jagvaral Batselem, "MOBILE DEVICE AND METHOD FOR CLASSIFYING USER'S ACTION AND METHOD FOR CREATING HIERARCHICAL TREE MODEL(사용자의 이동행위를 구분하는 모바일 장치, 사용자의 이동행위 구분방법 및 이를 위한 계층적 트리 모델 생성방법)", Reg. No. 1014227670000, Domestic Patent Registration, Jul. 17, 2014

- Young Tack Park, Myung Joong Jeon, Jagvaral Batselem, "ATMS Engine based on Apache Spark"(아파치 스파크 기반 ATMS(에이티엠에스) 엔진), Reg. No. C-2017-004412, Program Registration, Korea Software Copyright Committee, Feb. 16, 2017

- Young Tack Park, Myung Joong Jeon, " Finder of Bus Number"(버스번호 파인더), Reg. No. C-2012-003493, Program Registration, Korea Software Copyright Committee, Feb. 23, 2012

- Young Tack Park, Eun Seok Seo, Myung Joong Jeon, Sung Hyun Jung, "Smart tagging apparatus based in local area communication and location aware method thereof(근거리 통신에 기반한 스마트 태깅 장치 및 이를 이용한 위치 인지 방법)", Appl. No. 1020110002791, Domestic Patent Application, Jan. 11, 2011

- Young Tack Park, Eun Seok Seo, Myung Joong Jeon, Sung Hyun Jung, "Smart Tagger"(스마트태거), Reg. No. S-2010-007803, Program Registration, Korea Software Copyright Committee, Dec. 10, 2010

• Achievement of Certificate & Training Course

- "Python for scientists and engineers", Enthought Inc. in Austin TX, Mar. 24 - 28, 2014. [files]

- "Cloudera Developer Training for Apache HBase", Cloudera Inc. in Redwood City CA. Feb. 18th, 2014. [files] [training site]

- "Developing Solutions Using Apache Hadoop", Hortonworks Inc. in San Francisco CA. Feb. 12-16, 2013 [files]

• On-going Project

- 2017 ~ 2020, 무인기와 주변 개체 간의 관계 추론을 통한 공간 상황이해 기법 연구 - ADD(국방과학연구소)

- 2017 ~ 2021, 고령 사회에 대응하기 위한 실환경 휴먼케어 로봇 기술 개발 - ETRI

- 2016 ~ 2018, Development of Ontology Construction Technology based on Semantic(시맨틱 기반 온톨로지 구축 기술 개발) - Sogang Univ.

- 2015 ~ 2016, (completed) Distributed Parallel inference platform for large knowledge processing(대용량 지식처리용 분산 병렬 추론 플랫폼) - SoftOnNet

- 2015 ~ 2018, Experiential Knowledge Platform Development Research for the Acquisition and Utilizatioin of Field Expert Knowledge(현장전문가의 경험지식 획득 및 활용을 위한 경험지식 플랫폼 개발) - KAIST

- 2013 ~ 2023, Development of Knowledge Evolutionary WiseQA Platform Technology for Human Knowledge Augmented Services(휴면 지식증강 서비스를 위한 지능진화형 WiseQA 플랫폼 기술 개발 (Exobrain)) - Saltlux

- 2010 ~ 2015, (completed) Mobile Scheduling and Learning Recognition Model Framework based on Mobile Platform(모바일 플랫폼 기반 계획 및 학습 인지 모델 프레임워크) - SoongSil Univ.

• Conference Participation

- ML Conference 2017, 4-6, December 2017, Berlin, Germany. [Link]

- Spark Summit East 2016, 16-18, February 2016, New York, USA. [Link]

- BigComp 2015, 9 - 12, February 2015, Jeju Island, Korea. [Link]

- AAAI-15 / IAAI-15, 25 - 30, January 2015, Hyatt Regency Austin, Austin, Texas, USA.[Link]

- Winter KIISE Conference 2014, 17- 19, December 2014, Phoenix Park, KangWon-Do, Korea. [Link]

- ISWC2014 (13th International Semantic Web Conference), 19th - 23rd October 2014, Riva del Garda Trentino, Italy. [Link]

• Course

- 2016 Second Semester, C Programming 2 and Practice [Link]