Master's Program Subject and Completion Requirements 2023

Department of Computer Science
CodeClassification

A completion requirements item name andsubject nameInstructor

Unit

School hour a week
1st.Grade2nd.Grade
Spring andSummer
Terms

Fall and
WinterTerms

Spring andSummerTerms

Fall and
Winter
Terms

Total

Necessary
Unit multiplication
Upper
lower limit
methodlimit units
units
1+230(1)+(2)28(1,1)+(1,2)+(1,3)

22Σ

4(1,2,1)or(1,2,2)

4Σ

0Σ

0Σ

0(2,1)+(2,2)+(2,3)

0Σ

021.Advanced Liberal Arts Educational subjects (select from the attached list "「高度教養教育科目リスト（コンピュータサイエンス専攻）」）
2.Major Subjects・Advanced Global Literacy Educational subjects(1)Core Subjects(1,1)Core Subjects（Required）
331321

M

Research on Computer Science Ia

All Staff

2331322

M

Research on Computer Science Ib

All Staff

266(1,2)Core Subjects（Required Elective）(1,2,1)Required Elective Subjects 1331312

M

Exercises on Computer science I

All Staff

2331313

M

Exercises on Computer science II

All Staff

2

44(1,2,2)Required Elective Subjects 2331426

M

Introduction to Exercises on Information
Engineering for Interactive Creation A

Taro Maeda
Haruo Takemura
Susumu DateYuki Uranishi
Yuichi Ito
Masahiro Furukawa

444(1,3)Core Subjects（Elective）

331003

M

Special Lectures on Information Science &Technology I(Nobuyuki Shibano)(Hideharu Nakajima)(Hiroaki Sugiyama)（Masakazu Ishihata)(Takashi Hattori)（Masaya Hirashima）(Hiroshi Ban)
(Yasushi Naruse)

331004

M

Special Lectures on Information Science &Technology II(Toshiyuki Kano)(Norihiko Taya)

2331303

M

Parallel Programming

Fumihiko Ino
Masao Okita

2331304

M

Theory of Parallel Algorithms

331305

M

Theory of Software Development331307

M

Algorithm Design

331308

M

Theory of Distributed System Software

Toshimitsu Masuzawa
Taisuke Izumi

2331310

M

Seminar on Computer Science I

All Staff

2331311

M

Seminar on Computer Science II

All Staff

2222222222
Yoshiki Higo
Makoto Matsushita

22222331318

M

Introduction to Intelligent System

Yasushi Yagi
Yasushi Makihara
Yuuta Nakashima
Tomoya Nakamura
Hideaki Hayashi

331319M

Theory of Software Design

Shinji Kusumoto

331337

M

Image Recognition

331338M

Computational Phogography

Hajime Nagahara
Tomoya Nakamura

2331323

M

Research on Computer Science IIa

All Staff

2331324

M

Research on Computer Science IIb

All Staff

2331325

G・M

Fundamentals of Computer Science

All Staff

22331326

M

Internship on Computer Science

All Staff(Except CollaborativeDivision)

23222663(2)Elective subject(2,1)Inter-disciplinary Subjects

331005

M

331006

G・M

Informartion Technology and Ethics

Staffs of dept. ofInformation Systems
Engineering
Staffs of dept. ofMultimedia Engineering（Michio Nakanish）

22

English Presentation Skills

Bettina Wutzl

2*2(Shuichi Mukai)(Tsuyoshi Masuda)& Other

2331014M

The Foundation of Intellectual Property(Focusing on Computer Science)

331030

M

Innovation ManagementMinoru Eto
Yuko Sasahara

2331135

M

Topics in Frontiers of Mathematics

Kouichi Yasui

2M

All staff of dept. ofAdvenced Introduction to Information Pysicscal
Information and PhysicalScienceSciences

3312222222222331226

M

Introduction to Smart Contracts

Jyun Tanida
Kenji Taima
Hiroshi Noguchi
Kayo Yoshimoto

331431

M

Machine Learning Systems Theory

Yoshinobu Kawahara
Takuya Konishi

22

Tatsuhiro Tsuchiya
Hiroyuki Nakagawa

22331408

M

Concurrent Systems

331420M

Dependable Systems

331501

M

Information Network Design

331507

MMobile Computing

331508M

Mobile Communication Protocols

Hirozumi Yamaguchi
Akira Uchiyama

2331511M

Economics of Information Network

Hirozumi Yamaguchi
Akira Uchiyama（Keita Arai）

2331525

M

Advanced Introduction to Information
Networking

All staff of dept. ofInformation Networking

2

*2

2
Hideyuki Shimonishi
Shin'ichi Arakawa

222
2

2

2

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Master's Program Subject and Completion Requirements 2023

Department of Computer Science
CodeClassification

A completion requirements item name andsubject name331635

M

Big Data Engineering

331636

M

Big Data Analytics

331621

M

Information Security

331622

M

Content Security

331639

G・M331701

Instructor

Makoto Onizuka
Chuan Xiao

Unit

2School hour a week
1st.Grade2nd.Grade
Spring andSummerTerms

Fall andWinterTerms

Spring andSummerTerms

Fall andWinterTerms

NecessaryUnit multiplication
Upper
lower limit
methodlimit units
units

22Atsuo Inomata
Naoto Yanai

222Studies on International Integrated Sciences

Leibnitz Kenji
Ferdinand Peper

22M

Bio-database Engineering

Hideo Matsuda
Shigeto Seno

24 (Spring)331702

M

Molecular Bio-information Analysis

331720M

Bio-network Engineering

331721

M

Basic Theory of Bio-networks

Naoki Wakamiya
Masaki Ogura22331724

M

Introduction to Bioinformatic Engineering

All staff of dept. ofBioinformaticEngineering

2222222331732

M

Introduction to Integrated Biological andInformation Engineering

Hiroshi Shimizu
Fumio Matsuda
Yoshihiro Toya
Nobuyuki Okahashi
Teppei Niide
Taisuke Seike

331031

M

Humanware Fundamentals I M

MAHZOON HAMED
Satoru Iwasaki
Shin'ichi Arakawa
Hiroshi Shimizu

2331032

M

Humanware Fundamentals II M

Satoru Iwasaki
Taisuke Izumi

22331033

M

Humanware Innovation Creation M

Toshimitsu Masuzawa
Shigeru Kondo
Hideyuki Takahashi22331034

M

Humanware Seminar M

Ittetsu Taniguchi
Nobuyuki Okahashi
Yoshiki Higo
MAHZOON HAMED
Hiroshi Shimizu

211331035

M

Humanware Innovation Introduction M

Tatsuhiro Tsuchiya
Naoki Wakamiya

211331036

M

Humanware Communication M

Shin-ichi Arakawa
Suguru Shimomura

2331037

M

Humanware Laboratory Rotation M

Yoshiki Higo

21

1233466331038

M

Humanware Internship (Short Term) M

Takuya Maekawa
Naoki Wakamiya
Satoru Iwasaki

331039

M

Humanware Internship (Long Term) M

Takuya Maekawa
Naoki WakamiyaSatoru Iwasaki

11(2,2)Others0
MAX{(2,3,1),(2,3,2),(2,3,3)}(2,3)Academic Internship Abroad(2,3,1)331040G・M

331025

G・M

331041

G・M

0Yasuyuki Matsushita
Humanware Overseas Internship (Short Term) M
Satoru Iwasaki(2,3,2)
Academic Internship Abroad M(S)233466466812

120
All Staff

Yasuyuki Matsushita
Humanware Overseas Internship (Long Term) M
Satoru Iwasaki(6)(2,3,3)331027

G・M

Academic Internship Abroad M(L)00All Staff(12)Note）
1. Σ= Integrate the total number of credits for subjects with a slant line directly below.
2. MAX= Integrate only one subject with the maximum number of credits.
3. The class with * is held twice a year. However, registration is limited according to the department.
4. The class is not offered this year when the instructor's name field is blank.
5. Requirements for Completion; Students must receive 30 credits or more from this table, and pass a final evaluation of their master's thesis. In the 30 credits, students must
include 22 credits of Major subjects, 1 credit of Advanced Global Literacy Educational subjects, and 2 credits of Advanced Liberal Arts Educational subjects.
6. M1 students can register Academic Internship AbroadM(S),M(L) from "fall and winter terms" through "spring and summer terms".
7. "M" in the classification column represents Major subjects, "G" represents Advanced Global Literacy Educational subjects, and "G・M" represents subjects with both Advanced
Global Literacy Educational and Major subjects' characteristics.
8. If you have acquired subjects with both Advanced Global Literacy Educational and Major subjects' characteristics, the credits will be included preferentially for Advanced
Global Literacy Educational subjects. If 1 credit of Advanced Global Literacy Educational subjects is already fulfilled, the credits will be included for Major subjects.
9. With regard to Advanced Liberal Arts Educational subjects and Advanced Global Literacy Educational subjects offered by other graduates schools (or other institutions) inOsaka university, the subjects approved by Department of Computer Science can be included for Requirements for Completion up to 2 credits for Advanced Liberal Arts andup to 1 credit for Advanced Global Literacy Educational subjects.
For details, please refer the attached "「高度教養教育科目リスト（コンピュータサイエンス専攻）」「高度国際性涵養教育科目リスト（コンピュータサイエンス専攻）」.
10. Only Humanware Innovation Program students can register subjects from 331036 to 331041.

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