At ICSE2018 NIER track, Yasuo presented our paper titled Retrospective based on Data-Driven Persona Significance in B-to-B Software Development, which is the result of joint research with e-Seikatsu.

Yasuhiro Watanabe, Hironori Washizaki, Kiyoshi Honda, Yoshiaki Fukazawa, Masahiro Taga, Akira Matsuzaki, Takayoshi Suzuki, Takayoshi Suzuki, “Retrospective based on Data-Driven Persona Significance in B-to-B Software Development,” 40th International Conference on Software Engineering (ICSE 2018)(CORE Rank A*), New Ideas and Emerging Results (NIER) Track, May 27 – 3 June 2018, Gothenburg, Sweden

Eduardo B. Fernandez, Nobukazu Yoshioka and Hironori Washizaki, “Evaluating the degree of security of a system built using security patterns,” The 13th International Workshop on Frontiers in Availability, Reliability and Security (FARES 2018), in conjunction with the 13th International Conference on Availability, Reliability and Security (ARES 2018), August 27 – August 30, 2018, Hamburg, Germany

小島嘉津江，森田純恵，廣瀬竹男，若本雅晶，菊池慎司，楾晃歓，鷲崎弘宜, “ソフトウェア品質技術が品質特性に与える効果の見える化とその検証”, SEC journal, 2018. (to appear)

Naohiko Tsuda, Hironori Washizaki, Yoshiaki Fukazawa, Yuichiro Yasuda and Shunsuke Sugimura, “Machine Learning to Evaluate Evolvability Defects: Code Metrics Thresholds for a Given Context,” The 18th IEEE International Conference on Software Quality, Reliability & Security (QRS 2018), July 16 – 20, 2018, Lisbon, Portugal (CORE Rank B)(acceptance rate 33/171 =19%)

Yukiya Yazawa, Shinpei Ogata, Kozo Okano, Haruhiko Kaiya, “Tool to Automatically Generate a Screen Transition Model Based on a Conceptual Model,” 12th Joint Conference on Knowledge-Based Software Engineering (JCKBSE’18), August 27-30 2018, Ionian University, Corfu, Greece

Yuki Noyori, Hironori Washizaki, Yoshiaki Fukazawa, Hideyuki Kanuka, Keishi Ooshima, Ryosuke Tsuchiya, “Improved Searchability of Bug Reports Using Content-based Labeling with Machine Learning of Sentences,” 12th Joint Conference on Knowledge-Based Software Engineering (JCKBSE’18), August 27-30 2018, Ionian University, Corfu, Greece

AI 駆使へ「学び直し」　大学、企業が社員向け講座　営業職も技術習得（ 毎日新聞．2018/5/25）

リクルートさんの雑誌「カレッジマネジメント」最新号 人生100年時代の社会人教育にてenPiT-Proの紹介があり、その中でもスマートエスイーが大きく取り上げられました。ぜひご覧ください。

成長分野を支える情報技術人材の社会人教育 – enPiT-Proの狙いと取組み、リクルート カレッジマネジメント、210号、2018年5-6月

Atsuo Hazeyama, Shun’ichi Tanaka, Takafumi Tanaka, Hiroaki Hashiura, Seiji Munetoh, Takao Okubo, Haruhiko Kaiya, Hironori Washizaki, Nobukazu Yoshioka, “Security Requirement Modeling Support System using Software Security Knowledge Base,” 6th IEEE International COMPSAC Workshop on Architecture, Design, Deployment and Management of Networks and Applications (ADMNET 2018), Tokyo, July 23-27, 2018.

Ryo Ishizuka, Naohiko Tsuda, Hironori Washizaki, Yoshiaki Fukazawa, Shunsuke Sugimura and Yuichiro Yasuda, “Characteristics of source code degrading quality in software development by multiple organizations,” 3rd IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2018), July 10 – 12, 2018, Yonago, Japan

In software developments, the development organization may change due to various reasons such as cost reduction and retiring developers. The quality of software developed by multiple organizations is generally low, leading to problems such as difficulty in the evolving source code. Here, we show the characteristics of the source code prone to defects and the difference in editing tendencies of source codes among development organizations. We investigated the changes in the relationship of software metrics and the number of defects. Then we compared the results and editing tendencies for refactoring and evolving software in OpenOffice.org, which is developed by multiple companies, and a tool developed by outsourcing. Defects tend to concentrate on files that depend on many other files. Additionally, the code review confirms that refactoring before and after the development organization changes is important for future developments.