目的と趣意

国土交通省として初となるデータコンペを開催します。本コンペでは、国土交通省が整備するオープンデータ「国土数値情報」と民間企業のデータを活用し、不動産の賃料・賃貸価格の予測モデルを構築していただきます。

GIS データのひとつである「国土数値情報」は、整備開始より50年、一般公開して20年以上の歴史を持つ国土に関する基礎的な地理空間情報です。約190の項目から構成され、公的情報を原点とし、検査基準を設けることで高い品質を確保し信用ある情報として利用が可能です。 近年は民間企業での利用も拡大しており、年間ダウンロード数は200万件以上(令和5年度)となっています。
そのような状況下で国土交通省では、令和5年10月に「今後の国土数値情報の整備のあり方に関する検討会(※)」を設置し、より多くの方に便利に利用いただくために整備方針を議論してきました。

重要なインフラデータである国土数値情報を、デジタル技術・データ活用における社会全体の生産性向上に貢献できるよう、より開かれた・使われるデータへの転換を進めています。

そのためにも多様なニーズや、より多くのユーザーの皆様に知っていただき、活用していただくために本コンペを開催することとなりました。

※参考:国土交通省 今後の国土数値情報の整備のあり方に関する検討会


開催部門

「モデリング部門」「アイデア部門」の2部門を開催します。提供する国土数値情報や民間企業のデータ等を活用し、予測モデルの構築やアイデアの提案に挑戦してください。なお、本コンペティションの目的から、両部門とも国土数値情報の利用は必須とします。

部門 モデリング部門 アイデア部門
課題 不動産の賃料を予測するモデルの構築
不動産市場の物件価値を高めるためのアイデアの提案
提出物 予測結果*1
レポート
評価方法 予測精度による定量評価 審査による定性評価
懸賞*2 1位 10万円
2位 5万円
3位 3万円
4-10位 賞状
1位 10万円
2位 5万円
3位 3万円
4-10位 賞状
*1 モデリング部門の入賞候補者には、コンペ終了後に簡易レポートを提出いただきます。
*2 アイデア部門で入賞に該当する方がいなかった場合は、「該当者なし」とする場合もあります。

応募の流れ

SIGNATEに会員登録の上、各部門ページのデータタブよりダウンロードしたデータ等を用いて、モデリング部門ではモデルの開発を、アイデア部門ではレポートを作成し、投稿ボタンより結果を投稿ください。
※以下のボタンは各ページはコンペティション開始時 10/15 に閲覧可能になります。



分析対象となる提供データおよび協賛社による提供環境一覧

名称 内容 提供元
国土数値情報 全国の地理空間情報を含むGISデータ「国土数値情報」 国土交通省
登記所備え付け情報地図データ 不動産登記に関連する地図や図面の電子データ「登記所備付地図」 法務省
物件データ 2019年~2023年の全国の賃貸マンション・アパートの賃料と物件情報 株式会社LIFULL
ZENRIN Maps API 住所クレンジング、地図描画など、前処理や特徴量作成等に活用できる機能を有するAPI 株式会社ゼンリン
コンペ活性化のための勉強会 国土数値情報等のデータを利用して、Pythonで賃料を推定する一連の流れを学ぶ学習コンテンツ 株式会社GA technologies
土地バンク 坪単価や国勢調査の統計情報、学校区といった多様な不動産情報を視覚化するMAP型営業支援DXサービス「土地バンク」 株式会社ネットデータ
Databricks分析環境 日本語(自然言語)でのデータ解析やダッシュボード作成、高度な分析者向けの予測モデル構築及び推論の実行環境 データブリックス・ジャパン株式会社・日本マイクロソフト株式会社
Snowflake分析環境 データの分析、モデル作成などを実施できるSnowflake分析環境、又利用するための計算資源 Snowflake合同会社
* 分析環境には利用人数に上限があります。
* 利用条件や利用方法は、各部門ページのデータタブを参照ください。


イベント情報

開会式 及び 勉強会 を以下要領にて開催します。ぜひご参加ください。
開会式キックオフイベント
日時:2024年10月9日(水)17:30-20:00
場所:東京都千代田区麹町1-4-4(株式会社LIFULL本社8階イベントスペース)
定員:50名
参加申込URL:https://pcdua241009.peatix.com/
勉強会
日時:2024年10月30日(水)19:00-21:00 予定
開催形式:オンライン(ウェビナー形式)
主催:GA technologies
参加申込URL:調整中
アジェンダ:
  1. コンペの概要・データの説明
  2. 分析のプロセス
  3. (入門編)シンプルに賃料を予測してみよう!
  4. (応用編①)地図に可視化して考えよう!
  5. (応用編②)APIを活用して、色々なデータを組み入れよう!

企業賞

モデリング部門、アイデア部門の賞の他にも、様々な軸で多数の企業賞をご用意する予定です。詳細は決定次第お知らせします。


入賞条件

モデリング部門、アイデア部門、企業賞への入賞には、表彰式@G空間EXPO(1/31)及びその後に開催される振り返り会(日程未定)への参加(オンライン可)が必要です。


情報交換・問い合わせ

コンペに関する連絡、ツールの利用申請、お問い合わせへの回答などは、本コンペ専用のSlackワークスペースにて行います。データ「Slack招待リンク」よりご参加ください。

  • 全体統括およびコンペの企画・推進における議論・連携(一般社団法人不動産建設データ活用推進協会 GIS・人流データ委員会 参画企業)
  • データ分析コンペティション環境(株式会社SIGNATE)
    参加者登録、データ配布、分析結果受付、リアルタイム予測性能評価および順位表表示、参加者ディスカッション機能等の提供
  • データコンペの企画推進・事務局機能(株式会社YX Partners)
    データコンペ開催における論点整理、問題作成及び事務局機能

Disclosure policy

As a general rule, in accordance with Article 4, Paragraph 1 of the terms of participation, diclosing any contents such as insights and deliverables transmitted through the information or data provided by our company in relation to this competition is not permitted, however, only after the completion of this competition and for non-commercial purposes, it will be possible to disclose the contents within the score of the table below
Model *1
Public
Analysis results *2
Public
Public : Posting to social media sites, blogs and source repositories, and citing to papers
Restricted : Using in a limited range from research, education to seminars, where many unspecified people cannot access
*1 Execution unit source code and learned models
*2 The insights obtained using the information and data provided, or the solutions including scripts and processed data such as summary statistics

本コンペティションにおける特別規約

本コンペティションにおける参加者の情報は、参加者のメリットを最大化するため、参加者にとって有益な情報の提供ならびに研修・人材育成支援等の目的に限り、不動産建設データ活用推進協会および当協会が認めた会員団体に対して提供される場合があります。なお、本コンペティションでは、SIGNATEコンペティション参加規約の第3条(2)(3)(4)(5)は適用いたしません。



Terms of Participation in SIGNATE Competition

In order to participate in the Competition, you are required to agree to these Terms, in addition to the Terms of Use of SIGNATE.JP Site (hereinafter referred to as the “Terms of Use”). You should participate in the Competition after reading carefully and agreeing to these Terms. These Terms, the matters that are displayed as “additional matters” that you have agreed to when participating in a Competition, the Terms of Use and other terms and conditions that you have agreed to (hereinafter collectively referred to as “these Terms, etc.”) shall all be binding on the Participant.


Article 1 Definitions

1. For the purpose of these Terms, the following terms shall be defined as follows:

(1) “Site” means the website “SIGNATE (https://signate.jp)” on which the Competitions are posted.
(2) “Competition” means any competition on AI development or data analysis on the Site as held by the Host.
(3) “Host” is the host(s) of the Competition. The Host may be SIGNATE, Inc. (hereinafter referred to as the “Company”) or the Company’s client companies, affiliated companies, schools or organizations, etc. (hereinafter referred to as the “Client(s)”).
(4) “Participant(s)” means the member(s) (which mean “member(s)” defined in the Terms of Use, and the same shall apply hereinafter) who participate in a Competition.
(5) “Submissions” means, collectively, the analysis and prediction results, prediction models and reports, etc. as submitted in the Competition.
(6) “Final Submissions” means the Submissions submitted by a Participant that the Participant has specified as a final submission on the prescribed page in the Site by the time of completion of a Competition.
(7) “Winner Candidate” means the Participant who has received a notice from the Company that he/she is nominated as a winner candidate.
(8) “Submissions for Final Judgment” means the Submissions and other items designated by the Company as submitted by a Winner Candidate pursuant to the instructions of the Company.
(9) “Final Judgment” means the acceptance inspection and judgment, including reproducibility verification, by the Company for the Final Submissions and Submissions for Final Judgment of a Winner Candidate.
(10) “Winner” means the Winner Candidate who is informed by the Company that he/she has won a prize.
(11) “OSS” means software licensed based on OSS License Terms.
(12) “OSS License Terms” means any of the following license terms
(1) Either the GNU General Public License or the GNU Lesser General Public License published by the Free Software Foundation, Inc.;
(2) License terms listed at www.opensource.org/licenses/ or derivatives thereof;
(3) License terms that regard the software as “free software” or “open source software”; and
(4) License terms or agreements similar to the license terms listed in each of the three preceding items which request the user to disclose, distribute or license to a third party, or not to exercise, etc., the licensed software, its derivatives and the intellectual property rights associated therewith in whole or in part.

Article 2 Competition

1. A member who desires to participate in a Competition shall be required to agree to these Terms, etc. and to satisfy the conditions for participation as specified in each such Competition. Any person who is not a member shall not participate in any Competition.
2. Participants shall participate in each Competition in the manner as advised by the Company and shall be obligated to comply with the rules as prescribed in each Competition.
3. Participants may submit the Submissions for the assignment of a Competition during the period of such Competition and submit as many proposals on the method of solving the problem as specified by the Company to the Host by the end of the period of the said Competition.
4. Participants may submit Submissions in the form specified in the Competition and specify those Submissions as a Final Submission on the prescribed page in the Site by the end time specified by the said Competition.
5. Participants’ Final Submissions shall be evaluated in accordance with the evaluation method specified in the Competition and the final ranking shall be determined based on such evaluation.
6. Participants may, as a general rule, check their own evaluation results and the evaluation results of each of the other Participants for Submissions that may be evaluated quantitatively on the Site.
7. Participants shall be solely liable for their own Submissions, including the legality and non-infringement of the Submission.
8. Participants shall not submit any Submissions that have no direct relationship to each Competition.
9. Unless otherwise provided for, Participants may not directly communicate to, consult with, make a request to, solicit or take any other actions with the Host in respect of the matters related to a Competition during the period of the said Competition.
10. Participants shall direct any questions or concerns regarding any Competition to the Company or the third party designated by the Company in accordance with the procedures prescribed by the Company as posted on the Site.
11. Participants shall produce Submissions in compliance with the OSS License Terms related to the OSS when using or incorporating OSS in a Submission. However, Participants shall not use or incorporate OSS for which commercial use is prohibited in a Submission.
12. The Host shall not be obligated to pay any remuneration or other consideration for any act of the Participants in a Competition under any pretext. And the Company shall not be obligated to pay any remuneration or other consideration other than those prescribed in the following Article for any act of the Participants in a Competition.

Article 3 Reward and Vesting of Rights

1. Unless otherwise provided for, any Participant shall satisfy the requirements set forth in the following items in order to be entitled to receive a reward in any Competition that offers a reward:

(1) To be a winner;
(2) To agree to transfer to the Host and the relevant transferee of rights in such Competition all transferable rights, such as copyrights (including the rights as prescribed in Article 27 and Article 28 of the Copyright Act, and the same shall apply hereinafter), rights to obtain patents and know-how, etc. in and to all analysis and prediction results, prediction models, reports, etc., written explanations on algorithms, source code and reproduction method, etc. (although not limited to these), and the Submissions contained in the Final Submissions and Submissions for Final Judgment (hereinafter referred to as the “Rights”) along with a guarantee that the Participant has the authority to transfer such Rights;
(3) To guarantee that any relevant transferee of rights may use the Rights contained in the Final Submissions and Submissions for Final Judgment for its own business and other purpose without any restriction and to agree to their exclusive use of such Rights;
(4) To agree not to exercise moral rights to the Rights against the relevant transferee of rights;
(5) To enter into an agreement for the transfer of the Rights with the relevant eligible transferee of rights, including the guarantee of and agreement to the matters in the preceding three (3) items and other reasonable provisions;
(6) To have the personal identity of such Participant verified by the Company; and
(7) Not to breach any provision of these Terms, etc.

2. Any Winner Candidate shall, after having received a notice from the Company that he/she is nominated as a winner candidate, submit the Submissions for Final Judgment on or before the designated date and communicate the matters requiring confirmation or response in relation to the Final Submissions and the Submissions for Final Judgment to the Company on or before the designated date, in accordance with the instructions of the Company. The Company shall carry out the final judgment based on such matters requiring confirmation or response. If the Company receives no confirmation or response satisfactory to the Company on or before the designated date, the Company may exclude such Winner Candidate from the subject of the final judgment and the Winner Candidate shall not raise any objection thereto.
3. If the Company considers that the Final Submissions or Submissions for Final Judgment need to be amended or modified, or there occur any additional matters requiring confirmation, in the course of the final judgment, any Winner Candidate shall take action or make response in relation to the matters that require amendment or modification, or the matters requiring confirmation, on or before the designated date in accordance with the instructions of the Company. If the Company receives no action or response satisfactory to the Company on or before the designated date, the Company may exclude such Winner Candidate from the final judgment and the Winner Candidate shall not raise any objection thereto.
4. The Company shall determine the Winner through the final judgment and inform the Winner to that effect.

Article 4 Confidentiality

1. Any Participant shall treat any information and data that they receive from the Company in relation to Competitions as well as knowledge and products, etc. obtained using such information and data (including Participant Submissions; hereinafter referred to as the “Company-Provided Information”) as confidential information and shall not disclose the same to any third party and use the same for any purpose other than for such Competition and purpose specified by the Company separately; provided, however, that the confidential information shall not include any information that falls under any of the following items:

(1) Information that is known to the public at the time it was received;
(2) Information that is already possessed by the Participant at the time it was received (only in the case where such Participant may demonstrate such fact by reasonable means);
(3) Information that becomes known to the public without the fault of the Participant after it was received;
(4) Information that is independently developed by the Participant without reference to any information received; or
(5) Information that is rightfully received from any third party having a right to disclose such information without the obligations of confidentiality (only in the case where such Participant may demonstrate such fact by reasonable means).

2. Any Winner shall handle his/her Final Submissions and Submissions for Final Judgment in the same manner as Company-Provided Information after receiving notification that they are a winner. And Participant Submissions other than the Winner’s Final Submissions and Submissions for Final Judgment shall not be included as Company-Provided Information after the Company has determined the Winner notwithstanding the provisions of the preceding paragraph.
3. Any Participant may publish any algorithms that they have developed as well as any other materials they have created in connection with their participation in a Competition (including Final Submissions and Submissions for Final Judgment) after that Competition in accordance with the Competition Information Disclosure Policy (hereinafter, "Information Disclosure Policy") posted on the Site. However, Participants shall observe the following matters when publishing information and may not publish any materials prohibited by the Information Disclosure Policy:

(1) Clarify that the materials were created in connection with participation in the Competition;
(2) Give credit in accordance with the notation method prescribed in the Information Disclosure Policy when the materials to be published contain part of a dataset; and
(3) Clarify the location accessible to all Participants (including but not limited to the Competition forum and other locations designated by the Company) where the materials are published (including links, etc.) if publishing materials outside the Competition forum.

4. Any Participant shall delete or return to the Company the Company-Provided Information (excluding the information prescribed in paragraph 3) immediately after the completion of a Competition.
5. If there is any separate arrangement in relation to the confidential information in a Competition, the provisions of such arrangement shall prevail over the provisions of these Terms.
6. If any dispute occurs between a third party and the Host or the Company due to the breach by any Participant of the provisions of this Article and such other party makes any claim against the Company or the Host, such Participant shall compensate for any damage, loss, expenses (including, but not limited to, attorneys’ fees), lost profits and lost revenues, etc. incurred by the Company and the Host.
7. The provisions of this Article shall survive the termination of the relevant Competition or the Participant’s completion of the procedures for withdrawal from all services provided by the Company, with respect to the Company-Provided Information and the Winner’s Final Submissions and Submissions for Final Judgment for a period of five (5) years thereafter.

Article 5 Prohibited Acts of Participants

1. The Company shall prohibit Participants from engaging in any of the following acts in any Competition:

(1) An act of cracking, cheating, spoofing and other misconduct;
(2) An act of redistributing data files included in the dataset;
(3) An act of directly communicating to, consulting with, making a request to, soliciting or responding to solicitation or other activities to other Participants or the Host (other than the Company) without the involvement of the Company for the purpose of furthering the Participant’s own interests;
(4) Any profitmaking activities using the Competition (including but not limited to solicitation or scouting activities, and use for a third party in educational business, etc.) without the prior approval of the Company in writing or any other manner specified by the Company;
(5) An Act of transferring, offering as collateral or otherwise disposing of the Participants’ standing, or the rights or obligations, as a Participant in any Competition (except with the prior written consent of the Company);
(6) Acts that infringe upon the intellectual property rights, trade secrets or any other rights of third parties; and
(7) Any other act in breach of these Terms, etc.

2. If the Company deems that a Participant has engaged in, or may engage in, any of the prohibited acts as prescribed in the preceding paragraph, the Company may, without prior notice to the Participant, disqualify the Participant from the Competition in which the Participant participates, temporarily suspend the Participant from using some or all of the services provided by the Company, withdraw the Participant’s membership, claim damages from the Participant or take any other measures deemed necessary by the Company.

Article 6 Acquisition and use of Personal Information

When the Company acquires Personal Information from Participants, the Company does so based on the matters stipulated in our “Privacy Policy” (https://signate.co.jp/privacy.html) in addition to those specified in the Terms of Use.

Contact Point for Disclosure, Complaints and Consultations
Location: 16F Sumitomo Fudosan Toranomon Tower., 2-2-1 Toranomon, Minato-ku,Tokyo 105-0001.Japan
E-mail address: privacy@signate.co.jp
(Open hours: 10:00 to 17:00 excluding Saturdays, Sundays, national holidays and year-end and New Year holidays)
Personal Information Protection Manager: Corporate Headquarters Director, SIGNATE Inc.

Article 7 Modification of Terms

1. The Company may modify, add or delete any provisions of these Terms from time to time without the approval of Participants; provided, however this Article does not apply to modifies to Article 6 of the Terms of Use.

October 4, 2024