JP4908422B2 - リンクベースのスパム検出 - Google Patents
リンクベースのスパム検出 Download PDFInfo
- Publication number
- JP4908422B2 JP4908422B2 JP2007539077A JP2007539077A JP4908422B2 JP 4908422 B2 JP4908422 B2 JP 4908422B2 JP 2007539077 A JP2007539077 A JP 2007539077A JP 2007539077 A JP2007539077 A JP 2007539077A JP 4908422 B2 JP4908422 B2 JP 4908422B2
- Authority
- JP
- Japan
- Prior art keywords
- documents
- hit
- forming
- measure
- metric
- 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
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9538—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99933—Query processing, i.e. searching
- Y10S707/99935—Query augmenting and refining, e.g. inexact access
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99931—Database or file accessing
- Y10S707/99937—Sorting
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S707/00—Data processing: database and file management or data structures
- Y10S707/99941—Database schema or data structure
- Y10S707/99943—Generating database or data structure, e.g. via user interface
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Information Transfer Between Computers (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US62329504P | 2004-10-28 | 2004-10-28 | |
| US60/623,295 | 2004-10-28 | ||
| US11/198,471 | 2005-08-04 | ||
| US11/198,471 US7533092B2 (en) | 2004-10-28 | 2005-08-04 | Link-based spam detection |
| PCT/US2005/038619 WO2006049996A2 (en) | 2004-10-28 | 2005-10-26 | Link-based spam detection |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2008519328A JP2008519328A (ja) | 2008-06-05 |
| JP2008519328A5 JP2008519328A5 (enExample) | 2008-09-11 |
| JP4908422B2 true JP4908422B2 (ja) | 2012-04-04 |
Family
ID=35705210
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2007539077A Expired - Lifetime JP4908422B2 (ja) | 2004-10-28 | 2005-10-26 | リンクベースのスパム検出 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US7533092B2 (enExample) |
| EP (1) | EP1817697A2 (enExample) |
| JP (1) | JP4908422B2 (enExample) |
| KR (1) | KR101230687B1 (enExample) |
| CN (1) | CN101180624B (enExample) |
| WO (1) | WO2006049996A2 (enExample) |
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| US20080126331A1 (en) * | 2006-08-25 | 2008-05-29 | Xerox Corporation | System and method for ranking reference documents |
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| US20080114753A1 (en) * | 2006-11-15 | 2008-05-15 | Apmath Ltd. | Method and a device for ranking linked documents |
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| US7885952B2 (en) * | 2006-12-20 | 2011-02-08 | Microsoft Corporation | Cloaking detection utilizing popularity and market value |
| US7693833B2 (en) * | 2007-02-01 | 2010-04-06 | John Nagle | System and method for improving integrity of internet search |
| US8595204B2 (en) * | 2007-03-05 | 2013-11-26 | Microsoft Corporation | Spam score propagation for web spam detection |
| US7680851B2 (en) | 2007-03-07 | 2010-03-16 | Microsoft Corporation | Active spam testing system |
| US8938463B1 (en) | 2007-03-12 | 2015-01-20 | Google Inc. | Modifying search result ranking based on implicit user feedback and a model of presentation bias |
| US8694374B1 (en) * | 2007-03-14 | 2014-04-08 | Google Inc. | Detecting click spam |
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| US20080270549A1 (en) * | 2007-04-26 | 2008-10-30 | Microsoft Corporation | Extracting link spam using random walks and spam seeds |
| US7930303B2 (en) * | 2007-04-30 | 2011-04-19 | Microsoft Corporation | Calculating global importance of documents based on global hitting times |
| US9092510B1 (en) | 2007-04-30 | 2015-07-28 | Google Inc. | Modifying search result ranking based on a temporal element of user feedback |
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| US9430577B2 (en) * | 2007-05-31 | 2016-08-30 | Microsoft Technology Licensing, Llc | Search ranger system and double-funnel model for search spam analyses and browser protection |
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| US8667117B2 (en) * | 2007-05-31 | 2014-03-04 | Microsoft Corporation | Search ranger system and double-funnel model for search spam analyses and browser protection |
| US8244737B2 (en) * | 2007-06-18 | 2012-08-14 | Microsoft Corporation | Ranking documents based on a series of document graphs |
| US8438189B2 (en) * | 2007-07-23 | 2013-05-07 | Microsoft Corporation | Local computation of rank contributions |
| US8694511B1 (en) | 2007-08-20 | 2014-04-08 | Google Inc. | Modifying search result ranking based on populations |
| US8041338B2 (en) * | 2007-09-10 | 2011-10-18 | Microsoft Corporation | Mobile wallet and digital payment |
| US8909655B1 (en) | 2007-10-11 | 2014-12-09 | Google Inc. | Time based ranking |
| US9348912B2 (en) | 2007-10-18 | 2016-05-24 | Microsoft Technology Licensing, Llc | Document length as a static relevance feature for ranking search results |
| US20090177690A1 (en) * | 2008-01-03 | 2009-07-09 | Sinem Guven | Determining an Optimal Solution Set Based on Human Selection |
| US8219549B2 (en) * | 2008-02-06 | 2012-07-10 | Microsoft Corporation | Forum mining for suspicious link spam sites detection |
| US8010482B2 (en) * | 2008-03-03 | 2011-08-30 | Microsoft Corporation | Locally computable spam detection features and robust pagerank |
| US8812493B2 (en) | 2008-04-11 | 2014-08-19 | Microsoft Corporation | Search results ranking using editing distance and document information |
| US20090307191A1 (en) * | 2008-06-10 | 2009-12-10 | Li Hong C | Techniques to establish trust of a web page to prevent malware redirects from web searches or hyperlinks |
| EP2169568A1 (en) | 2008-09-17 | 2010-03-31 | OGS Search Limited | Method and apparatus for generating a ranked index of web pages |
| US7974970B2 (en) * | 2008-10-09 | 2011-07-05 | Yahoo! Inc. | Detection of undesirable web pages |
| US8396865B1 (en) | 2008-12-10 | 2013-03-12 | Google Inc. | Sharing search engine relevance data between corpora |
| US9009146B1 (en) | 2009-04-08 | 2015-04-14 | Google Inc. | Ranking search results based on similar queries |
| US8447760B1 (en) | 2009-07-20 | 2013-05-21 | Google Inc. | Generating a related set of documents for an initial set of documents |
| US8498974B1 (en) | 2009-08-31 | 2013-07-30 | Google Inc. | Refining search results |
| US8972391B1 (en) | 2009-10-02 | 2015-03-03 | Google Inc. | Recent interest based relevance scoring |
| US8874555B1 (en) | 2009-11-20 | 2014-10-28 | Google Inc. | Modifying scoring data based on historical changes |
| US8615514B1 (en) | 2010-02-03 | 2013-12-24 | Google Inc. | Evaluating website properties by partitioning user feedback |
| US8924379B1 (en) | 2010-03-05 | 2014-12-30 | Google Inc. | Temporal-based score adjustments |
| US8959093B1 (en) | 2010-03-15 | 2015-02-17 | Google Inc. | Ranking search results based on anchors |
| US8738635B2 (en) * | 2010-06-01 | 2014-05-27 | Microsoft Corporation | Detection of junk in search result ranking |
| US9623119B1 (en) | 2010-06-29 | 2017-04-18 | Google Inc. | Accentuating search results |
| US8832083B1 (en) | 2010-07-23 | 2014-09-09 | Google Inc. | Combining user feedback |
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| US8874566B2 (en) | 2010-09-09 | 2014-10-28 | Disney Enterprises, Inc. | Online content ranking system based on authenticity metric values for web elements |
| US9002867B1 (en) | 2010-12-30 | 2015-04-07 | Google Inc. | Modifying ranking data based on document changes |
| CN102222115B (zh) * | 2011-07-12 | 2013-09-11 | 厦门大学 | 基于关键词共现的研究热点边连通度分析方法 |
| CN102214245B (zh) * | 2011-07-12 | 2013-09-11 | 厦门大学 | 基于关键词共现的研究热点图论分析方法 |
| CN102571768B (zh) * | 2011-12-26 | 2014-11-26 | 北京大学 | 一种钓鱼网站检测方法 |
| CN102591965B (zh) * | 2011-12-30 | 2014-07-09 | 奇智软件(北京)有限公司 | 一种黑链检测的方法及装置 |
| US9495462B2 (en) | 2012-01-27 | 2016-11-15 | Microsoft Technology Licensing, Llc | Re-ranking search results |
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| US9183499B1 (en) | 2013-04-19 | 2015-11-10 | Google Inc. | Evaluating quality based on neighbor features |
| CN103345499A (zh) * | 2013-06-28 | 2013-10-09 | 宇龙计算机通信科技(深圳)有限公司 | 一种搜索引擎的搜索结果处理方法及装置 |
| CN103412922B (zh) * | 2013-08-12 | 2017-02-08 | 曙光信息产业股份有限公司 | 一种数据查询处理方法 |
| US20170046376A1 (en) * | 2015-04-03 | 2017-02-16 | Yahoo! Inc. | Method and system for monitoring data quality and dependency |
| CN105373598B (zh) * | 2015-10-27 | 2017-03-15 | 广州神马移动信息科技有限公司 | 作弊站点识别方法及装置 |
| CN108304395B (zh) * | 2016-02-05 | 2022-09-06 | 北京迅奥科技有限公司 | 网页作弊检测 |
| CN108984630B (zh) * | 2018-06-20 | 2021-08-24 | 天津大学 | 复杂网络中节点重要性在垃圾网页检测中的应用方法 |
| US12235952B2 (en) * | 2021-07-21 | 2025-02-25 | Y.E. Hub Armenia LLC | Method and system for prioritizing web-resources for malicious data assessment |
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| CA2584466A1 (en) * | 2004-10-18 | 2006-04-27 | Bioveris Corporation | Systems and methods for obtaining, storing, processing and utilizing immunologic information of an individual or population |
| US7533092B2 (en) * | 2004-10-28 | 2009-05-12 | Yahoo! Inc. | Link-based spam detection |
-
2005
- 2005-08-04 US US11/198,471 patent/US7533092B2/en not_active Expired - Fee Related
- 2005-10-26 WO PCT/US2005/038619 patent/WO2006049996A2/en not_active Ceased
- 2005-10-26 CN CN2005800372291A patent/CN101180624B/zh not_active Expired - Fee Related
- 2005-10-26 KR KR1020077011999A patent/KR101230687B1/ko not_active Expired - Fee Related
- 2005-10-26 EP EP05821001A patent/EP1817697A2/en not_active Ceased
- 2005-10-26 JP JP2007539077A patent/JP4908422B2/ja not_active Expired - Lifetime
Also Published As
| Publication number | Publication date |
|---|---|
| US7533092B2 (en) | 2009-05-12 |
| WO2006049996A2 (en) | 2006-05-11 |
| CN101180624B (zh) | 2012-05-09 |
| KR20070085477A (ko) | 2007-08-27 |
| EP1817697A2 (en) | 2007-08-15 |
| JP2008519328A (ja) | 2008-06-05 |
| HK1115930A1 (en) | 2008-12-12 |
| US20060095416A1 (en) | 2006-05-04 |
| KR101230687B1 (ko) | 2013-02-07 |
| CN101180624A (zh) | 2008-05-14 |
| WO2006049996A3 (en) | 2007-09-27 |
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