KR101027864B1 - 대량의 전자 문서 검색을 위한 문서 관련성을 판정하기위한 기계-학습 접근법 - Google Patents

대량의 전자 문서 검색을 위한 문서 관련성을 판정하기위한 기계-학습 접근법 Download PDF

Info

Publication number
KR101027864B1
KR101027864B1 KR1020050001860A KR20050001860A KR101027864B1 KR 101027864 B1 KR101027864 B1 KR 101027864B1 KR 1020050001860 A KR1020050001860 A KR 1020050001860A KR 20050001860 A KR20050001860 A KR 20050001860A KR 101027864 B1 KR101027864 B1 KR 101027864B1
Authority
KR
South Korea
Prior art keywords
delete delete
data
computer
training
classifier
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.)
Expired - Lifetime
Application number
KR1020050001860A
Other languages
English (en)
Korean (ko)
Other versions
KR20050073429A (ko
Inventor
첸하르
챈드라세카라만
코르스톤시몬에이치.
Original Assignee
마이크로소프트 코포레이션
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 마이크로소프트 코포레이션 filed Critical 마이크로소프트 코포레이션
Publication of KR20050073429A publication Critical patent/KR20050073429A/ko
Application granted granted Critical
Publication of KR101027864B1 publication Critical patent/KR101027864B1/ko
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

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
    • G06F16/3346Query execution using probabilistic model
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/951Indexing; Web crawling techniques

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computational Linguistics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020050001860A 2004-01-09 2005-01-07 대량의 전자 문서 검색을 위한 문서 관련성을 판정하기위한 기계-학습 접근법 Expired - Lifetime KR101027864B1 (ko)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US10/754,159 2004-01-09
US10/754,159 US7287012B2 (en) 2004-01-09 2004-01-09 Machine-learned approach to determining document relevance for search over large electronic collections of documents

Publications (2)

Publication Number Publication Date
KR20050073429A KR20050073429A (ko) 2005-07-13
KR101027864B1 true KR101027864B1 (ko) 2011-04-07

Family

ID=34739321

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020050001860A Expired - Lifetime KR101027864B1 (ko) 2004-01-09 2005-01-07 대량의 전자 문서 검색을 위한 문서 관련성을 판정하기위한 기계-학습 접근법

Country Status (5)

Country Link
US (1) US7287012B2 (enExample)
EP (1) EP1574972A3 (enExample)
JP (2) JP2005222532A (enExample)
KR (1) KR101027864B1 (enExample)
CN (1) CN1637744A (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20190135129A (ko) * 2018-05-28 2019-12-06 인천대학교 산학협력단 문서 구조와 딥러닝을 이용한 문서 분류 장치 및 방법
US12039016B2 (en) 2017-07-31 2024-07-16 Samsung Electronics Co., Ltd. Method and apparatus for generating training data to train student model using teacher model

Families Citing this family (87)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8271316B2 (en) * 1999-12-17 2012-09-18 Buzzmetrics Ltd Consumer to business data capturing system
US7197470B1 (en) 2000-10-11 2007-03-27 Buzzmetrics, Ltd. System and method for collection analysis of electronic discussion methods
US7725414B2 (en) 2004-03-16 2010-05-25 Buzzmetrics, Ltd An Israel Corporation Method for developing a classifier for classifying communications
US8527442B2 (en) * 2004-05-14 2013-09-03 Lawrence Fu Method for predicting citation counts
US8275772B2 (en) * 2004-05-14 2012-09-25 Yin Aphinyanaphongs Content and quality assessment method and apparatus for quality searching
US7296021B2 (en) * 2004-05-21 2007-11-13 International Business Machines Corporation Method, system, and article to specify compound query, displaying visual indication includes a series of graphical bars specify weight relevance, ordered segments of unique colors where each segment length indicative of the extent of match of each object with one of search parameters
US7617176B2 (en) * 2004-07-13 2009-11-10 Microsoft Corporation Query-based snippet clustering for search result grouping
US20180146879A9 (en) * 2004-08-30 2018-05-31 Kalford C. Fadem Biopotential Waveform Data Fusion Analysis and Classification Method
US20060053156A1 (en) * 2004-09-03 2006-03-09 Howard Kaushansky Systems and methods for developing intelligence from information existing on a network
US7801887B2 (en) * 2004-10-27 2010-09-21 Harris Corporation Method for re-ranking documents retrieved from a document database
US7797165B1 (en) * 2005-02-17 2010-09-14 E-Scan Data Systems, Inc. Lossless account compression for health care patient benefits eligibility research system and methods
US7778850B2 (en) 2005-02-17 2010-08-17 E-Scan Data Systems, Inc. Health care patient benefits eligibility research system and methods
US9158855B2 (en) 2005-06-16 2015-10-13 Buzzmetrics, Ltd Extracting structured data from weblogs
US20060288001A1 (en) * 2005-06-20 2006-12-21 Costa Rafael Rego P R System and method for dynamically identifying the best search engines and searchable databases for a query, and model of presentation of results - the search assistant
US8195654B1 (en) * 2005-07-13 2012-06-05 Google Inc. Prediction of human ratings or rankings of information retrieval quality
US20070100779A1 (en) * 2005-08-05 2007-05-03 Ori Levy Method and system for extracting web data
US7676517B2 (en) * 2005-10-14 2010-03-09 Microsoft Corporation Search results injected into client applications
GB0521552D0 (en) * 2005-10-22 2005-11-30 Ibm Method and system for constructing a classifier
US8726144B2 (en) * 2005-12-23 2014-05-13 Xerox Corporation Interactive learning-based document annotation
US7644373B2 (en) * 2006-01-23 2010-01-05 Microsoft Corporation User interface for viewing clusters of images
US7836050B2 (en) * 2006-01-25 2010-11-16 Microsoft Corporation Ranking content based on relevance and quality
US7814040B1 (en) 2006-01-31 2010-10-12 The Research Foundation Of State University Of New York System and method for image annotation and multi-modal image retrieval using probabilistic semantic models
US9529903B2 (en) * 2006-04-26 2016-12-27 The Bureau Of National Affairs, Inc. System and method for topical document searching
US7860818B2 (en) * 2006-06-29 2010-12-28 Siemens Corporation System and method for case-based multilabel classification and ranking
US7660783B2 (en) * 2006-09-27 2010-02-09 Buzzmetrics, Inc. System and method of ad-hoc analysis of data
US7707208B2 (en) * 2006-10-10 2010-04-27 Microsoft Corporation Identifying sight for a location
US7672912B2 (en) * 2006-10-26 2010-03-02 Microsoft Corporation Classifying knowledge aging in emails using Naïve Bayes Classifier
US20080201634A1 (en) * 2007-02-20 2008-08-21 Gibb Erik W System and method for customizing a user interface
US20080215607A1 (en) * 2007-03-02 2008-09-04 Umbria, Inc. Tribe or group-based analysis of social media including generating intelligence from a tribe's weblogs or blogs
US20090037401A1 (en) * 2007-07-31 2009-02-05 Microsoft Corporation Information Retrieval and Ranking
US8122015B2 (en) * 2007-09-21 2012-02-21 Microsoft Corporation Multi-ranker for search
US20090150387A1 (en) * 2007-11-08 2009-06-11 Marchewitz Jodi L Guided research tool
US8347326B2 (en) 2007-12-18 2013-01-01 The Nielsen Company (US) Identifying key media events and modeling causal relationships between key events and reported feelings
US20090240549A1 (en) * 2008-03-21 2009-09-24 Microsoft Corporation Recommendation system for a task brokerage system
US20090240539A1 (en) * 2008-03-21 2009-09-24 Microsoft Corporation Machine learning system for a task brokerage system
US8171007B2 (en) * 2008-04-18 2012-05-01 Microsoft Corporation Creating business value by embedding domain tuned search on web-sites
KR100921892B1 (ko) * 2008-04-25 2009-10-13 엔에이치엔(주) 가중치 정규화를 이용한 랭크 학습 모델 생성 방법 및시스템
US8290946B2 (en) * 2008-06-24 2012-10-16 Microsoft Corporation Consistent phrase relevance measures
US8793249B2 (en) * 2008-09-24 2014-07-29 Yahoo! Inc. Optimization filters for user generated content searches
US20100082639A1 (en) * 2008-09-30 2010-04-01 Microsoft Corporation Processing maximum likelihood for listwise rankings
US8849790B2 (en) * 2008-12-24 2014-09-30 Yahoo! Inc. Rapid iterative development of classifiers
US7958137B2 (en) * 2009-02-03 2011-06-07 Honeywell International Inc. Method to assist user in creation of highly inter-related models in complex databases
US9330165B2 (en) * 2009-02-13 2016-05-03 Microsoft Technology Licensing, Llc Context-aware query suggestion by mining log data
US20100257167A1 (en) * 2009-04-01 2010-10-07 Microsoft Corporation Learning to rank using query-dependent loss functions
US8527523B1 (en) * 2009-04-22 2013-09-03 Equivio Ltd. System for enhancing expert-based computerized analysis of a set of digital documents and methods useful in conjunction therewith
KR101067376B1 (ko) * 2009-04-29 2011-09-23 서울대학교산학협력단 멀티셋을 이용한 연상 정보 처리 방법 및 그 메모리 장치
US8935258B2 (en) * 2009-06-15 2015-01-13 Microsoft Corporation Identification of sample data items for re-judging
US10353967B2 (en) 2009-06-22 2019-07-16 Microsoft Technology Licensing, Llc Assigning relevance weights based on temporal dynamics
US11403568B2 (en) * 2010-01-06 2022-08-02 Integral Ad Science, Inc. Methods, systems, and media for providing direct and hybrid data acquisition approaches
EP2369504A1 (en) 2010-03-26 2011-09-28 British Telecommunications public limited company System
US10235679B2 (en) 2010-04-22 2019-03-19 Microsoft Technology Licensing, Llc Learning a ranker to rank entities with automatically derived domain-specific preferences
CN101937445B (zh) * 2010-05-24 2011-12-07 中国科学技术信息研究所 一种文件自动分类系统
US8874727B2 (en) 2010-05-31 2014-10-28 The Nielsen Company (Us), Llc Methods, apparatus, and articles of manufacture to rank users in an online social network
CN102314453B (zh) * 2010-06-30 2015-11-25 百度在线网络技术(北京)有限公司 高质量版本的筛选方法及系统
CN102419755B (zh) 2010-09-28 2013-04-24 阿里巴巴集团控股有限公司 一种搜索结果的排序方法和装置
WO2012075221A1 (en) * 2010-12-01 2012-06-07 Data Engines Corporation Method for inferring attributes of a data set and recognizers used thereon
US8478740B2 (en) 2010-12-16 2013-07-02 Microsoft Corporation Deriving document similarity indices
CN102436510A (zh) * 2011-12-30 2012-05-02 浙江乐得网络科技有限公司 通过离线查询提高在线实时搜索质量的方法与系统
WO2013123182A1 (en) * 2012-02-17 2013-08-22 The Trustees Of Columbia University In The City Of New York Computer-implemented systems and methods of performing contract review
US9292517B2 (en) 2013-01-03 2016-03-22 Board Of Regents, The University Of Texas System Efficiently identifying images, videos, songs or documents most relevant to the user based on attribute feedback
US9176993B2 (en) 2013-01-03 2015-11-03 Board Of Regents, The University Of Texas System Efficiently identifying images, videos, songs or documents most relevant to the user using binary search trees on attributes for guiding relevance feedback
US9141906B2 (en) * 2013-03-13 2015-09-22 Google Inc. Scoring concept terms using a deep network
US9147154B2 (en) * 2013-03-13 2015-09-29 Google Inc. Classifying resources using a deep network
CN103198217B (zh) * 2013-03-26 2016-06-22 X·Q·李 一种故障检测方法及系统
US9275291B2 (en) 2013-06-17 2016-03-01 Texifter, LLC System and method of classifier ranking for incorporation into enhanced machine learning
RU2583739C2 (ru) 2013-10-16 2016-05-10 Общество С Ограниченной Ответственностью "Яндекс" Сервер для определения поисковой выдачи на поисковый запрос и электронное устройство
JP5576544B1 (ja) * 2013-10-17 2014-08-20 株式会社プリファードインフラストラクチャー 情報処理装置
US10417568B2 (en) * 2014-05-22 2019-09-17 International Business Machines Corporation Discovering cognition bias toward data presentation styles through file system analysis
CN104077412B (zh) * 2014-07-14 2018-04-13 福州大学 一种基于多Markov链的微博用户兴趣预测方法
US10733520B2 (en) 2015-05-13 2020-08-04 Microsoft Technology Licensing, Llc Making a prediction regarding development of a software product
RU2632133C2 (ru) 2015-09-29 2017-10-02 Общество С Ограниченной Ответственностью "Яндекс" Способ (варианты) и система (варианты) создания модели прогнозирования и определения точности модели прогнозирования
US9876699B2 (en) * 2015-10-21 2018-01-23 Wipro Limited System and method for generating a report in real-time from a resource management system
CN105260482A (zh) * 2015-11-16 2016-01-20 金陵科技学院 基于众包技术的网络新词发现装置以及方法
US11615284B2 (en) * 2016-12-22 2023-03-28 Intel Corporation Efficient transferring of human experiences to robots and other autonomous machines
RU2693324C2 (ru) 2017-11-24 2019-07-02 Общество С Ограниченной Ответственностью "Яндекс" Способ и сервер преобразования значения категориального фактора в его числовое представление
RU2692048C2 (ru) 2017-11-24 2019-06-19 Общество С Ограниченной Ответственностью "Яндекс" Способ и сервер для преобразования значения категориального фактора в его числовое представление и для создания разделяющего значения категориального фактора
US11397851B2 (en) * 2018-04-13 2022-07-26 International Business Machines Corporation Classifying text to determine a goal type used to select machine learning algorithm outcomes
US12387146B2 (en) 2018-11-15 2025-08-12 Semiconductor Energy Laboratory Co., Ltd. Content classification method
JP7730641B2 (ja) 2018-12-13 2025-08-28 株式会社半導体エネルギー研究所 コンテンツの分類方法
RU2739873C2 (ru) * 2019-02-07 2020-12-29 Акционерное общество "Лаборатория Касперского" Способ поиска пользователей, соответствующих требованиям
KR20210126033A (ko) 2019-02-15 2021-10-19 가부시키가이샤 한도오따이 에네루기 켄큐쇼 파라미터 탐색 방법
KR102046748B1 (ko) 2019-04-25 2019-11-19 숭실대학교산학협력단 트리 부스팅 기반 애플리케이션의 위험도 평가 방법, 이를 수행하기 위한 기록 매체 및 장치
US11455346B2 (en) 2020-03-31 2022-09-27 International Business Machines Corporation Advanced search and document retrieval for development and verification system prototypes
EP3951614A1 (en) * 2020-08-07 2022-02-09 Basf Se Practical supervised classification of data sets
KR102442300B1 (ko) * 2020-10-12 2022-09-13 주식회사 어반데이터랩 은닉 마르코프 모델을 이용한 온라인 쇼핑몰 판매 전략 예측 시스템
US11449516B2 (en) 2020-11-04 2022-09-20 International Business Machines Corporation Ranking of documents belonging to different domains based on comparison of descriptors thereof
CN113127642B (zh) * 2021-04-29 2022-12-23 广盟数据科技(上海)有限公司 文档可控式自动分类方法、装置、设备及存储介质

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040103070A1 (en) 2002-11-21 2004-05-27 Honeywell International Inc. Supervised self organizing maps with fuzzy error correction

Family Cites Families (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5341142A (en) * 1987-07-24 1994-08-23 Northrop Grumman Corporation Target acquisition and tracking system
US5903454A (en) * 1991-12-23 1999-05-11 Hoffberg; Linda Irene Human-factored interface corporating adaptive pattern recognition based controller apparatus
US5875108A (en) * 1991-12-23 1999-02-23 Hoffberg; Steven M. Ergonomic man-machine interface incorporating adaptive pattern recognition based control system
US5640409A (en) * 1993-07-02 1997-06-17 Sony Corporation Semiconductor laser
US5671333A (en) * 1994-04-07 1997-09-23 Lucent Technologies Inc. Training apparatus and method
US5854855A (en) * 1994-09-09 1998-12-29 Motorola, Inc. Method and system using meta-classes and polynomial discriminant functions for handwriting recognition
US5802205A (en) * 1994-09-09 1998-09-01 Motorola, Inc. Method and system for lexical processing
US5768417A (en) * 1994-09-09 1998-06-16 Motorola, Inc. Method and system for velocity-based handwriting recognition
US5978497A (en) * 1994-09-20 1999-11-02 Neopath, Inc. Apparatus for the identification of free-lying cells
US5701400A (en) * 1995-03-08 1997-12-23 Amado; Carlos Armando Method and apparatus for applying if-then-else rules to data sets in a relational data base and generating from the results of application of said rules a database of diagnostics linked to said data sets to aid executive analysis of financial data
US5729452A (en) * 1995-03-31 1998-03-17 Envirotest Acquisition Co. Method and system for diagnosing and reporting failure of a vehicle emission test
US5799276A (en) * 1995-11-07 1998-08-25 Accent Incorporated Knowledge-based speech recognition system and methods having frame length computed based upon estimated pitch period of vocalic intervals
JPH09231238A (ja) * 1996-02-20 1997-09-05 Omron Corp テキスト検索結果表示方法及び装置
US5862259A (en) * 1996-03-27 1999-01-19 Caere Corporation Pattern recognition employing arbitrary segmentation and compound probabilistic evaluation
US5920852A (en) * 1996-04-30 1999-07-06 Grannet Corporation Large memory storage and retrieval (LAMSTAR) network
JP2940501B2 (ja) * 1996-12-25 1999-08-25 日本電気株式会社 ドキュメント分類装置及び方法
US6373483B1 (en) * 1997-01-13 2002-04-16 Silicon Graphics, Inc. Method, system and computer program product for visually approximating scattered data using color to represent values of a categorical variable
US6278464B1 (en) * 1997-03-07 2001-08-21 Silicon Graphics, Inc. Method, system, and computer program product for visualizing a decision-tree classifier
US6137499A (en) * 1997-03-07 2000-10-24 Silicon Graphics, Inc. Method, system, and computer program product for visualizing data using partial hierarchies
US5884294A (en) * 1997-04-18 1999-03-16 Northrop Grumman Corporation System and method for functional recognition of emitters
US5930803A (en) * 1997-04-30 1999-07-27 Silicon Graphics, Inc. Method, system, and computer program product for visualizing an evidence classifier
US5902477A (en) * 1997-04-30 1999-05-11 John Vena Combined sewer overflow and storm water diverter screen
WO1998050892A1 (en) * 1997-05-07 1998-11-12 Cummins-Allison Corp. Intelligent currency handling system
US6137911A (en) * 1997-06-16 2000-10-24 The Dialog Corporation Plc Test classification system and method
US6278961B1 (en) * 1997-07-02 2001-08-21 Nonlinear Solutions, Inc. Signal and pattern detection or classification by estimation of continuous dynamical models
US5933822A (en) * 1997-07-22 1999-08-03 Microsoft Corporation Apparatus and methods for an information retrieval system that employs natural language processing of search results to improve overall precision
JP3178406B2 (ja) * 1998-02-27 2001-06-18 日本電気株式会社 階層型文章分類装置およびプログラムを記録した機械読み取り可能な記録媒体
US6161130A (en) * 1998-06-23 2000-12-12 Microsoft Corporation Technique which utilizes a probabilistic classifier to detect "junk" e-mail by automatically updating a training and re-training the classifier based on the updated training set
US6301579B1 (en) * 1998-10-20 2001-10-09 Silicon Graphics, Inc. Method, system, and computer program product for visualizing a data structure
EP1006458A1 (en) * 1998-12-01 2000-06-07 BRITISH TELECOMMUNICATIONS public limited company Methods and apparatus for information retrieval
US6460049B1 (en) * 1998-12-22 2002-10-01 Silicon Graphics, Inc. Method system and computer program product for visualizing an evidence classifier
US6697799B1 (en) * 1999-09-10 2004-02-24 Requisite Technology, Inc. Automated classification of items using cascade searches
US6546388B1 (en) * 2000-01-14 2003-04-08 International Business Machines Corporation Metadata search results ranking system
CA2307404A1 (en) * 2000-05-02 2001-11-02 Provenance Systems Inc. Computer readable electronic records automated classification system
US6578032B1 (en) * 2000-06-28 2003-06-10 Microsoft Corporation Method and system for performing phrase/word clustering and cluster merging
US6892193B2 (en) * 2001-05-10 2005-05-10 International Business Machines Corporation Method and apparatus for inducing classifiers for multimedia based on unified representation of features reflecting disparate modalities
US6993535B2 (en) * 2001-06-18 2006-01-31 International Business Machines Corporation Business method and apparatus for employing induced multimedia classifiers based on unified representation of features reflecting disparate modalities
US7136845B2 (en) * 2001-07-12 2006-11-14 Microsoft Corporation System and method for query refinement to enable improved searching based on identifying and utilizing popular concepts related to users' queries
US6978264B2 (en) * 2002-01-03 2005-12-20 Microsoft Corporation System and method for performing a search and a browse on a query
US7043468B2 (en) * 2002-01-31 2006-05-09 Hewlett-Packard Development Company, L.P. Method and system for measuring the quality of a hierarchy
JP3873135B2 (ja) * 2002-03-08 2007-01-24 インターナショナル・ビジネス・マシーンズ・コーポレーション データ処理方法、これを用いた情報処理システム及びプログラム
US20030225763A1 (en) * 2002-04-15 2003-12-04 Microsoft Corporation Self-improving system and method for classifying pages on the world wide web
US7020593B2 (en) * 2002-12-04 2006-03-28 International Business Machines Corporation Method for ensemble predictive modeling by multiplicative adjustment of class probability: APM (adjusted probability model)
JP3939264B2 (ja) * 2003-03-24 2007-07-04 沖電気工業株式会社 形態素解析装置

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040103070A1 (en) 2002-11-21 2004-05-27 Honeywell International Inc. Supervised self organizing maps with fuzzy error correction

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12039016B2 (en) 2017-07-31 2024-07-16 Samsung Electronics Co., Ltd. Method and apparatus for generating training data to train student model using teacher model
KR20190135129A (ko) * 2018-05-28 2019-12-06 인천대학교 산학협력단 문서 구조와 딥러닝을 이용한 문서 분류 장치 및 방법
KR102069621B1 (ko) * 2018-05-28 2020-01-23 인천대학교 산학협력단 문서 구조와 딥러닝을 이용한 문서 분류 장치 및 방법

Also Published As

Publication number Publication date
CN1637744A (zh) 2005-07-13
US20050154686A1 (en) 2005-07-14
EP1574972A3 (en) 2006-05-24
JP2005222532A (ja) 2005-08-18
JP2009104630A (ja) 2009-05-14
US7287012B2 (en) 2007-10-23
EP1574972A2 (en) 2005-09-14
KR20050073429A (ko) 2005-07-13

Similar Documents

Publication Publication Date Title
KR101027864B1 (ko) 대량의 전자 문서 검색을 위한 문서 관련성을 판정하기위한 기계-학습 접근법
US7689615B2 (en) Ranking results using multiple nested ranking
JP7252914B2 (ja) 検索提案を提供する方法、装置、機器及び媒体
US7089226B1 (en) System, representation, and method providing multilevel information retrieval with clarification dialog
US9201931B2 (en) Method for obtaining search suggestions from fuzzy score matching and population frequencies
EP1708105A1 (en) Data mining techniques for improving search relevance
US20050060290A1 (en) Automatic query routing and rank configuration for search queries in an information retrieval system
US20060287980A1 (en) Intelligent search results blending
US8768861B2 (en) Research mission identification
CN101727454A (zh) 用于对象自动分类的方法和系统
JP2020512651A (ja) 検索方法、装置及び非一時的コンピュータ読取可能記憶媒体
CN109933660A (zh) 面向自然语言形式的基于讲义和Stack Overflow的API信息检索方法
WO2016015267A1 (en) Rank aggregation based on markov model
CN103034709B (zh) 检索结果重排序系统及其方法
WO2011022867A1 (en) Method and apparatus for searching electronic documents
Jalal Text Mining: Design of Interactive Search Engine Based Regular Expressions of Online Automobile Advertisements.
JP7256357B2 (ja) 情報処理装置、制御方法、プログラム
Rorseth et al. Credence: Counterfactual explanations for document ranking
Secker et al. AISIID: An artificial immune system for interesting information discovery on the web
CN115328945A (zh) 数据资产的检索方法、电子设备及计算机可读存储介质
Kaplan et al. Combining knowledge graphs and large language models to ease knowledge access in software architecture research
US12314336B2 (en) Dynamic visual tagging system for search
CN115809321B (zh) 基于知识图谱的检索系统及方法
Zhang Advancing Tabular Data Ecosystems: Discovery, Search, and Application in Automated Machine Learning
Pandey et al. Identification of variables in algorithms for natural language processing in the field of biological text mining

Legal Events

Date Code Title Description
PA0109 Patent application

St.27 status event code: A-0-1-A10-A12-nap-PA0109

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

PG1501 Laying open of application

St.27 status event code: A-1-1-Q10-Q12-nap-PG1501

A201 Request for examination
E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

PA0201 Request for examination

St.27 status event code: A-1-2-D10-D11-exm-PA0201

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

St.27 status event code: A-1-2-D10-D22-exm-PE0701

GRNT Written decision to grant
PR0701 Registration of establishment

St.27 status event code: A-2-4-F10-F11-exm-PR0701

PR1002 Payment of registration fee

St.27 status event code: A-2-2-U10-U11-oth-PR1002

Fee payment year number: 1

PG1601 Publication of registration

St.27 status event code: A-4-4-Q10-Q13-nap-PG1601

R17-X000 Change to representative recorded

St.27 status event code: A-5-5-R10-R17-oth-X000

FPAY Annual fee payment

Payment date: 20140217

Year of fee payment: 4

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 4

PN2301 Change of applicant

St.27 status event code: A-5-5-R10-R13-asn-PN2301

St.27 status event code: A-5-5-R10-R11-asn-PN2301

FPAY Annual fee payment

Payment date: 20150217

Year of fee payment: 5

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 5

PN2301 Change of applicant

St.27 status event code: A-5-5-R10-R11-asn-PN2301

PN2301 Change of applicant

St.27 status event code: A-5-5-R10-R14-asn-PN2301

FPAY Annual fee payment

Payment date: 20160303

Year of fee payment: 6

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 6

FPAY Annual fee payment

Payment date: 20170302

Year of fee payment: 7

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 7

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 8

R18-X000 Changes to party contact information recorded

St.27 status event code: A-5-5-R10-R18-oth-X000

P22-X000 Classification modified

St.27 status event code: A-4-4-P10-P22-nap-X000

FPAY Annual fee payment

Payment date: 20190227

Year of fee payment: 9

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 9

R17-X000 Change to representative recorded

St.27 status event code: A-5-5-R10-R17-oth-X000

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 10

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 11

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 12

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 13

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 14

PC1801 Expiration of term

St.27 status event code: N-4-6-H10-H14-oth-PC1801

Not in force date: 20250108

Ip right cessation event data comment text: Termination Category : EXPIRATION_OF_DURATION