
Two students in Software Engineering Laboratory, Rio Kishimoto (M1), and Pongpop Lapvikai (International Internship Trainee in 2023), presented at [SANER2024](https://conf.researchr.org/home/saner-2024), which was held in Finland on March 13th-15th, 2024.

- [Osmy: A Tool for Periodic Software Vulnerability Assessment and File Integrity Verification using SPDX Documents](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1287.html)  
  Rio Kishimoto, Tetsuya Kanda, Yuki Manabe, Katsuro Inoue, Yoshiki Higo

- [Autorepairability: A New Software Quality Characteristic](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1289.html)  
  Pongpop Lapvikai, Yoshiki Higo, Chaiyong Ragkhitwetsagul, Morakot Choetkiertikul

## Pictures

[![r-kisimt1](/public/images/topics/SANER2024/r-kisimt_1.jpg)](/public/images/topics/SANER2024/r-kisimt_1.jpg)
[![r-kisimt2](/public/images/topics/SANER2024/r-kisimt_2.jpg)](/public/images/topics/SANER2024/r-kisimt_2.jpg)
[![phop](/public/images/topics/SANER2024/phop.jpg)](/public/images/topics/SANER2024/phop.jpg)


Software Engineering Laboratory members presented at SANER2024


Two students in Software Engineering Laboratory, Wataru Otoda (M1) and Ryutaro Inoue (B4), presented at [SIGSS](https://ken.ieice.org/ken/program/index.php?tgs_regid=4847222be81a91864b7fa7ebac1bac90dc6ae2ae715d2ae3779c65f7e235b6b3&tgid=IEICE-SS&lang=eng), which was held in Okinawa on March 7th-9th, 2024.

- [Stack OverflowにおけるSBOM利活用に関する質問の分析](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1286.html)  
  音田 渉, 神田 哲也, 眞鍋 雄貴, 井上 克郎, 肥後 芳樹

- [機能等価メソッドデータセットを利用したLLMによるコードクローン検出の精度向上](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1288.html)  
  井上 龍太郎, 肥後 芳樹

## Pictures

[![wa-otoda](/public/images/topics/SIGSS202403/wa-otoda.jpg)](/public/images/topics/SIGSS202403/wa-otoda.jpg)
[![ry-inoue](/public/images/topics/SIGSS202403/ry-inoue.jpg)](/public/images/topics/SIGSS202403/ry-inoue.jpg)


Software Engineering Laboratory members presented at SIGSS


Tamiya Toyonaga(M2) presented at [SIGSE](https://www.ipsj.or.jp/kenkyukai/event/se216.html) , which was held in Tokyo on March 4th and 5th.

- [Redmineプラグイン依存関係問題を解決する手法とシステムの試作](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1285.html)  
  豊永 民哉, 松下 誠, 肥後 芳樹

## Pictures

[![tyngtmyn1](/public/images/topics/SIGSE202403/tyngtmyn_1.jpg)](/public/images/topics/SIGSE202403/tyngtmyn_1.jpg)
[![tyngtmyn2](/public/images/topics/SIGSE202403/tyngtmyn_2.jpg)](/public/images/topics/SIGSE202403/tyngtmyn_2.jpg)


Tamiya Toyonaga(M2) presented at SIGSE


Kota Kawabuchi(M2) presented at [SIGSS](https://ken.ieice.org/ken/program/index.php?tgs_regid=07b23ebae1921a5e2f30a6451694e4f8841b36612ae5ff6b04f323c7cbea51b4&tgid=IEICE-SS) , which was held in Ishikawa on January 17th and 18th.

- [GPT-4における自動コード翻訳タスクの精度調査](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1284.html)  
  川渕 皓太, 松下 誠, 肥後 芳樹

## Pictures

[![1](/public/images/topics/SIGSS202401/1.jpg)](/public/images/topics/SIGSS202401/1.jpg)
[![2](/public/images/topics/SIGSS202401/2.jpg)](/public/images/topics/SIGSS202401/2.jpg)


Kota Kawabuchi(M2) presented at SIGSS


Four members of Higo Lab, Professor Yoshiki Higo, Yuma Fujiwara(M2), Akihiro Tabata(M1), Takayuki Yamamoto(M1) presented at [SES2023](https://ses.sigse.jp/2023/) which was held in Nishi-Waseda Campus, Waseda University on August 24th-25th.

A paper written by Professor Yoshiki Higo is awarded "ソフトウェアエンジニアリングシンポジウム2023 研究奨励賞" and two papers co-authored by Professor Yoshiki Higo are awarded "ソフトウェアエンジニアリングシンポジウム2023 最優秀論文賞".

- [自動テスト生成技術を利用した機能等価メソッドデータセットの構築](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1271.html)  
  Yoshiki Higo
- [行単位の依存関係を用いたテスト選択手法の提案](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1270.html)  
  Yuma Fujiwara, Tetsuya Kanda, Kazumasa Shimari, Yoshiki Higo
- [プログラミング学習での利用に向けたプログラミングコンテストの問題の調査](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1272.html)  
  Yuma Fujiwara, Tetsuya Kanda, Kazumasa Shimari, Yoshiki Higo
- [Dockerfile 保守性改善のための プリプロセッサ言語 Myriad の提案](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1276.html)  
  Takayuki Yamamoto, Makoto Matsushita, Yoshiki Higo

## Pictures

[![higo](/public/images/topics/SES2023/higo.jpg)](/public/images/topics/SES2023/higo.jpg)
[![y-fujiwr](/public/images/topics/SES2023/y-fujiwr.jpg)](/public/images/topics/SES2023/y-fujiwr.jpg)
[![a-tabata](/public/images/topics/SES2023/a-tabata.jpg)](/public/images/topics/SES2023/a-tabata.jpg)
[![t-yamamt](/public/images/topics/SES2023/t-yamamt.jpg)](/public/images/topics/SES2023/t-yamamt.jpg)
[![higo_award](/public/images/topics/SES2023/higo_award.jpg)](/public/images/topics/SES2023/higo_award.jpg)
[![award1](/public/images/topics/SES2023/award1.jpg)](/public/images/topics/SES2023/award1.jpg)
[![award2](/public/images/topics/SES2023/award2.jpg)](/public/images/topics/SES2023/award2.jpg)
[![award3](/public/images/topics/SES2023/award3.jpg)](/public/images/topics/SES2023/award3.jpg)


Higo Laboratory member presented at SES2023, and Professor Yoshiki Higo received awards


Four students in Software Engineering Laboratory, Sentaro Onizuka (M2), Ayashi Hattori (M2), Rio Kishimoto (M1), and Ryota Kobayashi (M1), presented at [SIGSE](https://www.ipsj.or.jp/kenkyukai/event/se212.html) / [SIGSS](https://ken.ieice.org/ken/program/index.php?mode=program&tgs_regid=d31a708db5a9683ab376c105507206ffec2a1d0dc1a61748ba4889d1ba623717&tgid=&layout=&lang=eng), which was held in Hokkaido, on July 20th-22nd, 2023.

- [Stack Overflowと言語ドキュメントの紐づけ手法の検討](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1266.html)  
  鬼塚 仙太郎, 神田 哲也, 眞鍋 雄貴, 肥後 芳樹

- [データセットの非独立性が機械学習モデルの精度に与える影響調査](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1267.html)  
  服部 文志, 松下 誠, 肥後 芳樹

- [SPDXドキュメントを用いた脆弱性診断とチェックサム検証を行うツール](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1269.html)  
  岸本 理央, 神田 哲也, 眞鍋 雄貴, 井上 克郎, 肥後 芳樹

- [異なるコードクローン検出ツールの結果を比較して表示する手法の提案](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1268.html)  
  小林亮太, 松下誠, 肥後芳樹

## Pictures

[![s-onizuk](/public/images/topics/SIGSE_SIGSS_2023_07/s-onizuk.jpg)](/public/images/topics/SIGSE_SIGSS_2023_07/s-onizuk.jpg)
[![a-hattor](/public/images/topics/SIGSE_SIGSS_2023_07/a-hattor.jpg)](/public/images/topics/SIGSE_SIGSS_2023_07/a-hattor.jpg)
[![r-kisimt](/public/images/topics/SIGSE_SIGSS_2023_07/r-kisimt.jpg)](/public/images/topics/SIGSE_SIGSS_2023_07/r-kisimt.jpg)
[![ryt-kbys](/public/images/topics/SIGSE_SIGSS_2023_07/ryt-kbys.jpg)](/public/images/topics/SIGSE_SIGSS_2023_07/ryt-kbys.jpg)


Software Engineering Laboratory member presented at SIGSE/SIGSS


Shiyu Yang (D2) gave a presentation at [ICPC 2023](https://conf.researchr.org/program/icpc-2023/program-icpc-2023), which was held in Melbourne, Australia on May 15th and 16th.

- [PyVerDetector: A Chrome Extension Detecting the Python Version of Stack Overflow Code Snippets](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1263.html)  
  Shiyu Yang, Tetsuya Kanda, Davide Pizzolotto, Daniel M. German, Yoshiki Higo

## Pictures

[![yang](/public/images/topics/icpc2023/1.jpg)](/public/images/topics/icpc2023/1.jpg)


Shiyu Yang (D2) gave a presentation at ICPC 2023


Akihiro Tabata(B4) was selected to receive the School of Engineering Science Award.
The School of Engineering Science Award is given to one student with the course's best four-year academic grade.


## Picutures

[![tabata1](/public/images/topics/award_a-tabata/1.jpg)](/public/images/topics/award_a-tabata/1.jpg)

Akihiro Tabata(B4) was selected to receive the School of Engineering Science Award


Ryo Kitashoji(M2) gave a presentation at [the 213th SIGSE](http://www.ipsj.or.jp/kenkyukai/event/se213.html), which was held in Yokohama Research Laboratory, Hitachi, Ltd. on March 9-10th.

- [機械学習を用いて模範コードを提示する初学者向けプログラミング学習システムの構築](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1261.html)  
  Ryo Kitashoji, Makoto Matsushita, Yoshiki Higo

## Picutures

[![kitashoji1](/public/images/topics/SIGSE202303/1.jpg)](/public/images/topics/SIGSE202303/1.jpg)
[![kitashoji2](/public/images/topics/SIGSE202303/2.jpg)](/public/images/topics/SIGSE202303/2.jpg)


Ryo Kitashoji(M2) presented at the 213th IPSJ SIGSE


Sentaro Onizuka(M1) gave a poster presentation at [APSEC2022](https://conf.researchr.org/home/apsec-2022), which was held online on December 6-9th.

- [Comparison of Developer's Work Efficiency between Different Editors](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.en/1258.html)  
  Sentaro Onizuka, Tetsuya Kanda, Katsuro Inoue

## Picutures

[![onizuka1](/public/images/topics/APSEC2022/1.png)](/public/images/topics/APSEC2022/1.png)
[![onizuka2](/public/images/topics/APSEC2022/2.png)](/public/images/topics/APSEC2022/2.png)


Sentaro Onizuka(M1) presented at APSEC2022


Professor Daniel German from the University of Victoria gave a talk.

## Overview of presentation

### Title

From Snippets to Identifiers

### Presenter

Daniel M. German (the University of Victoria, Canada)

### Abstract

In this presentation I will describe recent work we have been doing in two different areas: The first is a qualitative empirical study of Stack Overflow idioms, with the goal to try to understand how the snippets that answer a programming problem are found within the answer of a question. Stack Overflow answers usually contain much more than just the actual source code that answers the question, such as examples of how to use the solution snippet, counterexamples, placeholders for code that is to be written, etc. The second is a quantitative empirical study of global identifiers in the PyPI ecosystem. In this study of 240k different PyPI products, we found 11 million different global identifiers (classes, method of functions). 76% of these identifiers were unique to one product, and 93% appeared in at most 3. This discovery allowed us to create an efficient method to identify the origin software product (within PyPI) of a file (or set of files).

## Pictures

[![dmg1](/public/images/topics/Presentations_081122/1.JPG)](/public/images/topics/Presentations_081122/1.JPG)
[![dmg2](/public/images/topics/Presentations_081122/2.JPG)](/public/images/topics/Presentations_081122/2.JPG)
[![dmg3](/public/images/topics/Presentations_081122/3.JPG)](/public/images/topics/Presentations_081122/3.JPG)
[![dmg4](/public/images/topics/Presentations_081122/4.JPG)](/public/images/topics/Presentations_081122/4.JPG)
[![dmg5](/public/images/topics/Presentations_081122/5.JPG)](/public/images/topics/Presentations_081122/5.JPG)
[![dmg6](/public/images/topics/Presentations_081122/6.JPG)](/public/images/topics/Presentations_081122/6.JPG)
[![dmg7](/public/images/topics/Presentations_081122/7.JPG)](/public/images/topics/Presentations_081122/7.JPG)


Presentation by Professor Daniel German (University of Victoria) 


The laboratory of the Department of Engineering Science was opened to the public at the Machikane Festival on Saturday, November 5, 2022.

Higo Laboratory presented an overview of the laboratory and its research activities on a poster from 1:00 to 3:00 p.m. on the first floor of Building B, Department of Engineering Science. 

## Picutures

[![festival1](/public/images/topics/machikanesai2022/1.jpg)](/public/images/topics/machikanesai2022/1.jpg)
[![festival2](/public/images/topics/machikanesai2022/2.jpg)](/public/images/topics/machikanesai2022/2.jpg)
[![festival3](/public/images/topics/machikanesai2022/3.jpg)](/public/images/topics/machikanesai2022/3.jpg)
[![festival4](/public/images/topics/machikanesai2022/4.jpg)](/public/images/topics/machikanesai2022/4.jpg)


Open Laboratory at Machikane Festival


Senior Lecturer Christoph Treude from University of Melbourne gave a talk.

## Overview of presentation

### Title

Representation and Dissemination of Programming Knowledge

### Presenter

Christoph Treude (University of Melbourne, Australia)

### Abstract

In the early days of programming, documentation used to exist only in scarce source code comments and quickly-outdated textbooks. Over the past twenty years, the advent and rise of web-based collaboration platforms have substantially changed the way programming knowledge is externalized and accessed and it has created a new research challenge: how can we effectively process and make sense of the large amount and wide variety of information available to support programmers' decision making? In this talk, I will portray the maturation of a research area, from studies on the information needs of programmers and qualitative analyses of the information contained in different sources, to documentation generation and retrieval approaches which integrate information from different sources. To enable more comprehensive approaches which can utilize all relevant knowledge, I will conclude with a roadmap outlining a more systematic treatment of information from different sources, based on knowledge graphs, multi-document summarisation, and source code representations for machine learning applications.

## Pictures

[![treude1](/public/images/topics/Presentations_261022/1.jpg)](/public/images/topics/Presentations_261022/1.jpg)
[![treude2](/public/images/topics/Presentations_261022/2.jpg)](/public/images/topics/Presentations_261022/2.jpg)
[![treude3](/public/images/topics/Presentations_261022/3.jpg)](/public/images/topics/Presentations_261022/3.jpg)
[![treude4](/public/images/topics/Presentations_261022/4.jpg)](/public/images/topics/Presentations_261022/4.jpg)
[![treude5](/public/images/topics/Presentations_261022/5.jpg)](/public/images/topics/Presentations_261022/5.jpg)


Presentation by Senior Lecturer Christoph Treude (University of Melbourne)


Emeritus Professor Katsuro Inoue received IPSJ-CS Outstanding Achievement and Contribution Award and was commended at SES2022 on September 7, 2022.  
cite: [2021年度受賞者-情報処理学会](https://www.ipsj.or.jp/award/cs-koseki-award-2021.html) (This page is written in Japanese)


## Picutures

[![inoue1](/public/images/topics/award_inoue/1.png)](/public/images/topics/award_inoue/1.png)

Emeritus Professor Katsuro Inoue received IPSJ-CS Outstanding Achievement and Contribution Award and was commended


Norihiro Fuke, a graduate of Inoue Laboratory (currently Higo Laboratory), received IPSJ Computer Science Research Award for Young Scientists and was commended at SES2022 on September 7, 2022.

cite: [List of 2022 Award Recipients](https://www.ipsj.or.jp/award/cs-award-2022.html) (This page is written in Japanese) 

## Pictures

![fuke1](/public/images/topics/award_SES2022_fuke/1.png)
![fuke2](/public/images/topics/award_SES2022_fuke/2.png)
![fuke3](/public/images/topics/award_SES2022_fuke/3.png)
![fuke4](/public/images/topics/award_SES2022_fuke/4.png)

Norihiro Fuke, a graduate of Inoue Laboratory (currently Higo Laboratory), received IPSJ Computer Science Research Award for Young Scientists and was commended


Professor Yoshiki Higo presented at [IPSJ/SIGSE Software Engineering Symposium (SES2022)](https://ses.sigse.jp/2022/), which was held in Tokyo, on September 5-7, 2022.

Two papers co-authored by Professor Yoshiki Higo received awards, which are named "ソフトウェアエンジニアリングシンポジウム2022 研究奨励賞."

- [大規模データセットと多種ミュータント演算子を利用した自動修正適合性の再計測](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1248.html)  
  前島 葵、肥後 芳樹、柗本 真佑、楠本 真二、安田 和矢
  - [Certificate](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1250.html)  
- [欠陥限局および自動プログラム修正のための自動テスト生成と実行経路を用いたテスト選択](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1249.html)  
  入山 優、肥後 芳樹、楠本 真二  
  - [Certificate](https://sel.ist.osaka-u.ac.jp/lab-db/betuzuri/contents.ja/1251.html)

## Picutures

[![higo1](/public/images/topics/award_SES2022_higo/1.jpg)](/public/images/topics/award_SES2022_higo/1.jpg)


Two papers co-authored by Professor Yoshiki Higo received awards at SES2022


The doctoral theses of Kazuma Shimatari and Hiroshi Fujiwara, graduates of Inoue Laboratory (currently Higo Laboratory), have been selected as the Quick Report on Doctoral Theses Recommended by IPSJ SIGs 2021, and they were published in Journal of Information Processing Society of Japan.

- List of authors are published in: Journal of Information Processing Society of Japan Vol.63, No.9 (issued on 08/15/2022)
- Full text: [note](https://note.com/ipsj/m/maf0952f50ef4) (released on 08/15/2022), Journal of Information Processing Society of Japan Vol.63, No.11 online version (issued on 10/15/2022)
  - Kazumasa Shimari: [Study on Cost-Effective Debugging Methods under Restricted Resources](https://note.com/ipsj/n/n246e1ada2b11?magazine_key=maf0952f50ef4)
  - Yuji Fujiwara: [深層学習を用いたソースコード分類に関する研究](https://note.com/ipsj/n/n9e09e227a3f5?magazine_key=maf0952f50ef4)


The doctoral theses by graduates of Inoue Laboratory (currently Higo Laboratory) were selected as the IPSJ Quick Report on Doctoral Theses Recommended by SIGs 2021


[Professor Yoshiki Higo](https://sites.google.com/view/yhigo/home)　has been assigned to the Software Engineering Laboratory on August 1, 2022.


Assumption of Professor Yoshiki Higo!


The Topics page has been renewed.
Accordingly, the list of past topics can be accessed from the following page.
(The URLs of individual topics remain unchanged)

- [News on Inoue Lab](/old_topics)


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