JP7303195B2 - 対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進 - Google Patents

対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進 Download PDF

Info

Publication number
JP7303195B2
JP7303195B2 JP2020532617A JP2020532617A JP7303195B2 JP 7303195 B2 JP7303195 B2 JP 7303195B2 JP 2020532617 A JP2020532617 A JP 2020532617A JP 2020532617 A JP2020532617 A JP 2020532617A JP 7303195 B2 JP7303195 B2 JP 7303195B2
Authority
JP
Japan
Prior art keywords
application program
program interface
client application
computer
description
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2020532617A
Other languages
English (en)
Japanese (ja)
Other versions
JP2021508391A5 (enExample
JP2021508391A (ja
Inventor
リン、チェン
カリア、アナップ
シャオ、ジン
ブコビッチ、マヤ
アネルシス、ニコラオス
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of JP2021508391A publication Critical patent/JP2021508391A/ja
Publication of JP2021508391A5 publication Critical patent/JP2021508391A5/ja
Application granted granted Critical
Publication of JP7303195B2 publication Critical patent/JP7303195B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/3331Query processing
    • G06F16/334Query execution
    • G06F16/3344Query execution using natural language analysis
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22Indexing; Data structures therefor; Storage structures
    • G06F16/2228Indexing structures
    • G06F16/2264Multidimensional index structures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/252Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • G06F16/285Clustering or classification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35Clustering; Classification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/22Matching criteria, e.g. proximity measures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • G06F18/232Non-hierarchical techniques
    • G06F18/2321Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5055Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering software capabilities, i.e. software resources associated or available to the machine
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • G06N3/0455Auto-encoder networks; Encoder-decoder networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/088Non-supervised learning, e.g. competitive learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/0895Weakly supervised learning, e.g. semi-supervised or self-supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/01Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/02Knowledge representation; Symbolic representation
    • G06N5/022Knowledge engineering; Knowledge acquisition
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Biophysics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)
JP2020532617A 2017-12-20 2018-12-12 対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進 Active JP7303195B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US15/848,563 2017-12-20
US15/848,563 US10831772B2 (en) 2017-12-20 2017-12-20 Facilitation of domain and client-specific application program interface recommendations
PCT/IB2018/059902 WO2019123111A1 (en) 2017-12-20 2018-12-12 Facilitation of domain and client-specific application program interface recommendations

Publications (3)

Publication Number Publication Date
JP2021508391A JP2021508391A (ja) 2021-03-04
JP2021508391A5 JP2021508391A5 (enExample) 2021-07-26
JP7303195B2 true JP7303195B2 (ja) 2023-07-04

Family

ID=66816040

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020532617A Active JP7303195B2 (ja) 2017-12-20 2018-12-12 対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進

Country Status (5)

Country Link
US (1) US10831772B2 (enExample)
JP (1) JP7303195B2 (enExample)
CN (1) CN111344695B (enExample)
GB (1) GB2583636A (enExample)
WO (1) WO2019123111A1 (enExample)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020245754A1 (en) * 2019-06-05 2020-12-10 Financial & Risk Organisation Limited Machine-learning natural language processing classifier
US11915701B2 (en) 2019-06-05 2024-02-27 Refinitiv Us Organization Llc Automatic summarization of financial earnings call transcripts
US11093217B2 (en) * 2019-12-03 2021-08-17 International Business Machines Corporation Supervised environment controllable auto-generation of HTML
EP3889849A1 (en) * 2020-03-31 2021-10-06 Tata Consultancy Services Limited Method and system for specific actionable determination in an application
CN114035935B (zh) * 2021-10-13 2024-07-19 上海交通大学 面向多阶段ai云服务的高吞吐异构资源管理方法及器件
CN114356292B (zh) * 2022-02-24 2025-07-22 联想(北京)有限公司 交互信息处理方法、装置及计算机设备
JP2023140166A (ja) 2022-03-22 2023-10-04 キオクシア株式会社 半導体記憶装置
US20240311881A1 (en) * 2023-03-14 2024-09-19 Dell Products L.P. Promoting APIs Based on Usage
CN118394334B (zh) * 2024-06-28 2024-09-10 中邮消费金融有限公司 相似接口推荐方法、装置、设备、存储介质及程序产品

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080027929A1 (en) 2006-07-12 2008-01-31 International Business Machines Corporation Computer-based method for finding similar objects using a taxonomy
US20160147891A1 (en) 2014-11-25 2016-05-26 Chegg, Inc. Building a Topical Learning Model in a Content Management System
US20160306873A1 (en) 2013-12-24 2016-10-20 Huawei Technologies Co., Ltd. Method and Apparatus for Computing Similarity Between Cross-Field Documents
US20170060997A1 (en) 2014-04-28 2017-03-02 Foundation Of Soongsil University Industry Cooperation Method and server for extracting topic and evaluating suitability of the extracted topic
US20170270098A1 (en) 2014-09-02 2017-09-21 Hewlett-Packard Development Company, L.P. External resource identification

Family Cites Families (38)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6286047B1 (en) 1998-09-10 2001-09-04 Hewlett-Packard Company Method and system for automatic discovery of network services
US6640231B1 (en) 2000-10-06 2003-10-28 Ontology Works, Inc. Ontology for database design and application development
US7734652B2 (en) * 2003-08-29 2010-06-08 Oracle International Corporation Non-negative matrix factorization from the data in the multi-dimensional data table using the specification and to store metadata representing the built relational database management system
US7383269B2 (en) * 2003-09-12 2008-06-03 Accenture Global Services Gmbh Navigating a software project repository
US7716357B2 (en) 2003-10-24 2010-05-11 Microsoft Corporation Service discovery and publication
US20070288419A1 (en) 2006-06-07 2007-12-13 Motorola, Inc. Method and apparatus for augmenting data and actions with semantic information to facilitate the autonomic operations of components and systems
US8813102B2 (en) 2008-02-22 2014-08-19 Samsung Electronics Co., Ltd. Method and apparatus for generating mashup graph, and method and apparatus for recommending mashup service
US20100235313A1 (en) 2009-03-16 2010-09-16 Tim Rea Media information analysis and recommendation platform
US20110153590A1 (en) 2009-12-18 2011-06-23 Electronics And Telecommunications Research Institute Apparatus and method for searching for open api and generating mashup block skeleton code
US8627322B2 (en) 2010-10-29 2014-01-07 Google Inc. System and method of active risk management to reduce job de-scheduling probability in computer clusters
US8719257B2 (en) * 2011-02-16 2014-05-06 Symantec Corporation Methods and systems for automatically generating semantic/concept searches
US8577914B2 (en) 2011-05-18 2013-11-05 Google Inc. APIS discovery service
US9621435B2 (en) 2012-09-07 2017-04-11 Oracle International Corporation Declarative and extensible model for provisioning of cloud based services
US9367853B2 (en) 2013-03-13 2016-06-14 Salesforce.Com, Inc. Systems, methods, and apparatuses for implementing data upload, processing, and predictive query API exposure
US9130900B2 (en) 2013-03-15 2015-09-08 Bao Tran Assistive agent
US9965792B2 (en) 2013-05-10 2018-05-08 Dell Products L.P. Picks API which facilitates dynamically injecting content onto a web page for search engines
US9448859B2 (en) 2013-09-17 2016-09-20 Qualcomm Incorporated Exploiting hot application programming interfaces (APIs) and action patterns for efficient storage of API logs on mobile devices for behavioral analysis
US10216812B2 (en) * 2013-10-30 2019-02-26 Hewlett Packard Enterprise Development Lp Application programmable interface (API) discovery
US9146787B2 (en) * 2013-11-07 2015-09-29 Accenture Global Services Limited Analytics for application programming interfaces
US9015730B1 (en) 2013-12-17 2015-04-21 International Business Machines Corporation Natural language access to application programming interfaces
US9219736B1 (en) * 2013-12-20 2015-12-22 Google Inc. Application programming interface for rendering personalized related content to third party applications
KR102067017B1 (ko) 2014-01-27 2020-02-11 한국전자통신연구원 매쉬업 서비스를 위한 가상 api 제공 장치 및 방법
US9886247B2 (en) * 2014-10-30 2018-02-06 International Business Machines Corporation Using an application programming interface (API) data structure in recommending an API composite
US9588738B2 (en) * 2015-02-16 2017-03-07 International Business Machines Corporation Supporting software application developers to iteratively refine requirements for web application programming interfaces
US9921952B2 (en) 2015-06-02 2018-03-20 International Business Machines Corporation Early risk identification in DevOps environments
US10354006B2 (en) * 2015-10-26 2019-07-16 International Business Machines Corporation System, method, and recording medium for web application programming interface recommendation with consumer provided content
US10705835B2 (en) 2015-12-03 2020-07-07 International Business Machines Corporation Transparent multi-architecture support in a container based cloud
US9626627B1 (en) * 2016-01-26 2017-04-18 International Business Machines Corporation Predicting API storytelling mapping
US10031745B2 (en) 2016-02-02 2018-07-24 International Business Machines Corporation System and method for automatic API candidate generation
US10606658B2 (en) * 2016-03-22 2020-03-31 International Business Machines Corporation Approach to recommending mashups
US20170364331A1 (en) 2016-06-17 2017-12-21 International Business Machines Corporation Method to support multiple versions of apis and to control run-time execution of an api
CN106445515A (zh) 2016-09-18 2017-02-22 深圳市华云中盛科技有限公司 一种基于容器的PaaS云的实现方法
US20180232442A1 (en) * 2017-02-16 2018-08-16 International Business Machines Corporation Web api recommendations
US10430255B2 (en) * 2017-07-03 2019-10-01 Fujitsu Limited Application program interface mashup generation
CN107479879B (zh) 2017-07-28 2021-09-14 扬州大学 一种面向软件功能维护的api及其使用推荐方法
US10409820B2 (en) 2017-09-19 2019-09-10 Adobe Inc. Semantic mapping of form fields
US10360087B2 (en) * 2017-10-27 2019-07-23 International Business Machines Corporation Web API recommendations based on usage in cloud-provided runtimes
US10579371B2 (en) * 2017-12-13 2020-03-03 International Business Machines Corporation Recommendations for custom software upgrade by cognitive technologies

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080027929A1 (en) 2006-07-12 2008-01-31 International Business Machines Corporation Computer-based method for finding similar objects using a taxonomy
US20160306873A1 (en) 2013-12-24 2016-10-20 Huawei Technologies Co., Ltd. Method and Apparatus for Computing Similarity Between Cross-Field Documents
US20170060997A1 (en) 2014-04-28 2017-03-02 Foundation Of Soongsil University Industry Cooperation Method and server for extracting topic and evaluating suitability of the extracted topic
US20170270098A1 (en) 2014-09-02 2017-09-21 Hewlett-Packard Development Company, L.P. External resource identification
US20160147891A1 (en) 2014-11-25 2016-05-26 Chegg, Inc. Building a Topical Learning Model in a Content Management System

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
星澤 裕二、外2名,マルウェアの亜種等の分類の自動化,情報処理学会研究報告,日本,社団法人情報処理学会,2007年07月19日,Vol.2007, No.71,pp.271-278
村上 純一,マルウエア分析に新手法 「クラスタリング」で人手を支援,日経コミュニケーション,日本,日経BP社,2014年02月01日,第601号,p.62-63
藤野 朗稚、外1名,自動化されたマルウェア動的解析システムで収集した大量APIコールログの分析,コンピュータセキュリティシンポジウム2013論文集,日本,一般社団法人情報処理学会,2013年10月14日,Vol.2013, No.4,pp.618-625,情報処理学会シンポジウムシリーズ

Also Published As

Publication number Publication date
CN111344695B (zh) 2024-01-23
GB202010629D0 (en) 2020-08-26
GB2583636A8 (en) 2021-01-13
US20190188276A1 (en) 2019-06-20
JP2021508391A (ja) 2021-03-04
WO2019123111A1 (en) 2019-06-27
US10831772B2 (en) 2020-11-10
GB2583636A (en) 2020-11-04
CN111344695A (zh) 2020-06-26

Similar Documents

Publication Publication Date Title
JP7316721B2 (ja) 対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進
JP7303195B2 (ja) 対象領域およびクライアント固有のアプリケーション・プログラム・インタフェース推奨の促進
US11755843B2 (en) Filtering spurious knowledge graph relationships between labeled entities
Li et al. A survey on text classification: From shallow to deep learning
US11436487B2 (en) Joint embedding of corpus pairs for domain mapping
Jamshidi et al. Effective text classification using BERT, MTM LSTM, and DT
US20240111956A1 (en) Nested named entity recognition method based on part-of-speech awareness, device and storage medium therefor
US20170011289A1 (en) Learning word embedding using morphological knowledge
US10657189B2 (en) Joint embedding of corpus pairs for domain mapping
US20240303496A1 (en) Exploiting domain-specific language characteristics for language model pretraining
CN113434858A (zh) 基于反汇编代码结构和语义特征的恶意软件家族分类方法
US10642919B2 (en) Joint embedding of corpus pairs for domain mapping
Vidyashree et al. An improvised sentiment analysis model on twitter data using stochastic gradient descent (SGD) optimization algorithm in stochastic gate neural network (SGNN)
Chang et al. A word embedding-based approach to cross-lingual topic modeling
Lee et al. Detecting suicidality with a contextual graph neural network
US12197535B2 (en) Determining a denoised named entity recognition model and a denoised relation extraction model
Viji et al. A hybrid approach of Poisson distribution LDA with deep Siamese Bi-LSTM and GRU model for semantic similarity prediction for text data
Zhang et al. Ahcl-tc: Adaptive hypergraph contrastive learning networks for text classification
Sampathirao Suneetha et al. Aspect-based sentiment analysis: A comprehensive survey of techniques and applications
Mai et al. Scalable disambiguation system capturing individualities of mentions
Chen et al. Learning word embeddings from intrinsic and extrinsic views
Kong et al. Automatic Phrase Discovery by Knowledge-Enhanced Embedding Learning
Wang et al. A Method for Automatic Code Comment Generation Based on Different Keyword Sequences
Chang et al. Semantic Template-based Convolutional Neural Network for Text Classification
Abdelmajid Scholar Search Relevancy Optimization

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210518

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20210525

RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20220502

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20220802

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20221021

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20230221

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20230518

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20230606

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20230622

R150 Certificate of patent or registration of utility model

Ref document number: 7303195

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150