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The paper discusses the Semantic Content Organization and Retrieval Engine (SCORE, see vvww.voquette.com), which is based on research transferred from the University of Georgia's Large Scale Distributed Information Systems. SCORE belongs to a new generation of technologies for the emerging Semantic Web. It provides facilities to define ontological components that software agents can maintain. These agents use regular expression based rules in conjunction with various semantic techniques to extract ontology-driven metadata from structured and semistructured content. Automatic classification and information-extraction techniques augment these results and also let the system deal with unstructured text.",{"EN":411},"Managing semantic content for the Web",{"EN":413},"Content management,Semantic Web,Ontologies,Information retrieval,Content based retrieval,Engines,Large-scale systems,Distributed information systems,Software agents,Software maintenance",{"VOID":415},"10.1093\u002Fcomjnl\u002F41.8.537\nliere, 1997, active learning with committees for text categorization, Proc 14th Conf Am Assoc Artificial Intelligence, 591\n10.1145\u002F243199.243276\nsheth, 1998, Multimedia Data Management Using Metadata to Integrated and Apply Digital Data\n10.1109\u002FMIS.2001.920595\ncarrara, 1999, Formal Ontology and Conceptual Analysis A Structured Bibliography\nsheth, 2001, system and method for creating semantic web and its applications in browsing, searching, profiling, personalization and advertisement\nberners-lee, 2001, the semantic web: a new form of web content that is meaningful to computers will unleash a revolution of new possibilities, Scientific Am, 284, 28, 10.1038\u002Fscientificamerican0501-34\nfensel, 2002, Spinning the Semantic Web\nsheth, 1998, changing focus on interoperability in information systems: from system, syntax, structure to semantics, Interoperating Geographic Information Systems, 5\nconstantopoulos, 1994, The Semantic Index System A Brief Presentation\n10.1145\u002F505282.505283",{"VOID":417},"10.1109\u002FMIC.2002.1020330","https:\u002F\u002Fieeexplore.ieee.org\u002Fabstract\u002Fdocument\u002F1020330\u002F","https:\u002F\u002Fieeexplore.ieee.org\u002Fstamp\u002Fstamp.jsp?tp=&arnumber=1020330",[421,436,449,462,475,489],{"id":422,"sortIndex":85,"researcher":24,"roles":423,"affiliations":424,"properties":433,"displayName":435,"givenName":24,"familyName":24},"c2b2ace5-b0e8-4fac-92cb-dd592db61176",[121],[425],{"id":426,"sortIndex":85,"affiliation":427,"properties":24},"a8f89fce-4f5b-4ad3-8377-0154f575157c",{"id":426,"createTime":24,"updateTime":24,"relativeEntities":428,"slug":24,"properties":429,"entityType":24,"verifyStatus":24,"verifyTime":24,"verifyNote":24,"languages":24,"translateLanguages":24,"viewCount":24,"url":24,"parentIds":432,"statistic":24},[],{"title":430},{"VI":431},"Voquette and University of Georgia, USA",[],{"title":434},{"VI":435},"A. 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The scalability and availability requirements of these services have led to system architectures that diverge significantly from those of traditional systems like desktops, enterprise servers, or databases. Given the need for thousands of nodes, cost necessitates the use of inexpensive personal computers wherever possible, and efficiency often requires customized service software. Likewise, addressing the goal of zero downtime requires human operator involvement and pervasive redundancy within clusters and between globally distributed data centers. Despite these services' success, their architectures-hardware, software, and operational-have developed in an ad hoc manner that few have surveyed or analyzed. Moreover, the public knows little about why these services fail or about the operational practices used in an attempt to keep them running 24\u002F7. As a first step toward formalizing the principles for building highly available and maintainable large-scale Internet services, we are surveying existing services' architectures and dependability. This article describes our observations to date.",{"EN":563},"Architecture and dependability of large-scale internet services",{"EN":565},"Large-scale systems,Web and internet services,Scalability,Availability,Computer architecture,Web server,Databases,Costs,Microcomputers,Humans",{"VOID":567},"10.1109\u002F2.585151\n0, building scalable services\n10.1002\u002Fqre.4680110505\ngray, 1986, why do computers stop and what can be done about it?, Proc Symp Reliability in Distributed Software and Database Systems, 3\nxu, 1999, networked windows nt system field failure data analysis, Proc Pacific Rim Int l Symp Dependable Computing\nbrewer, 2001, lessons from giant-scale services, ieee internet computing, 4, 46\noppenheimer, 2002, why do internet services fail, and what can be done about it?",{"VOID":569},"10.1109\u002FMIC.2002.1036037","https:\u002F\u002Fieeexplore.ieee.org\u002Fabstract\u002Fdocument\u002F1036037\u002F","https:\u002F\u002Fieeexplore.ieee.org\u002Fstamp\u002Fstamp.jsp?tp=&arnumber=1036037",[573,591],{"id":574,"sortIndex":85,"researcher":24,"roles":575,"affiliations":576,"properties":588,"displayName":590,"givenName":24,"familyName":24},"5f110789-6dea-4cc4-a1f9-a1ccf18825e1",[121],[577],{"id":578,"sortIndex":85,"affiliation":579,"properties":585},"15973412-df04-4554-ba06-6f6103977a41",{"id":578,"createTime":24,"updateTime":24,"relativeEntities":580,"slug":24,"properties":581,"entityType":24,"verifyStatus":24,"verifyTime":24,"verifyNote":24,"languages":24,"translateLanguages":24,"viewCount":24,"url":24,"parentIds":584,"statistic":24},[],{"title":582},{"VI":583},"University of California, Berkeley, United States",[],{"title":586},{"VI":587},"University of California, Berkeley, USA",{"title":589},{"VI":590},"D. 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Most online trading and e-commerce sites fall into this category, as do digital libraries and institutional sites describing private and public organizations. Several commercial Web development systems aid rapid creation of data-intensive applications by supporting semiautomatic data resource publishing. Automatic publishing is typically subject to the constraints of database schemas, which limit an application designer's choices. Thus, Web application development often requires adaptation through programming, and programs end up intricately mixing data, navigation, and presentation semantics. Presentation is often a facade for elements of structure, composition, and navigation. Despite this frequently unstructured development process, data-intensive applications, based on large data sets organized within a repository or database, generally follow some typical patterns and rules. We describe these patterns and rules using WebML as a conceptual tool to make such notions explicit. WebML is a conceptual Web modeling language that uses the entity-relationship (ER) model for describing data structures and an original, high-level notation for representing Web content composition and navigation in hypertext form.",{"EN":666},"Conceptual modeling of data-intensive Web applications",{"EN":668},"Web page design,Books,Skeleton,Application software,Navigation,Erbium,Publishing,Databases,Computer aided software engineering,Data engineering",{"VOID":670},"kimball, 1996, The Data Warehouse Toolkit\n10.1145\u002F572326.572328\n10.1145\u002F331499.331502\n10.1016\u002FS1389-1286(00)00040-2\n10.1109\u002F93.923950\ncrescenzi, 2001, roadrunner: towards automatic data extraction from large web sites, Proc 27th Int l Conf Very Large Databases, 109\nceri, 2000, modeling data entry and operations in webml, Proc 3rd Int l Workshop Web and Databases, 201",{"VOID":672},"10.1109\u002FMIC.2002.1020321","https:\u002F\u002Fieeexplore.ieee.org\u002Fabstract\u002Fdocument\u002F1020321\u002F","https:\u002F\u002Fieeexplore.ieee.org\u002Fstamp\u002Fstamp.jsp?tp=&arnumber=1020321",[676,691,704],{"id":677,"sortIndex":85,"researcher":24,"roles":678,"affiliations":679,"properties":688,"displayName":690,"givenName":24,"familyName":24},"ce70c1a6-4e1e-4961-8b37-d8e2096b8832",[121],[680],{"id":681,"sortIndex":85,"affiliation":682,"properties":24},"b3849c92-ddc7-495f-8a3b-d38faecc534e",{"id":681,"createTime":24,"updateTime":24,"relativeEntities":683,"slug":24,"properties":684,"entityType":24,"verifyStatus":24,"verifyTime":24,"verifyNote":24,"languages":24,"translateLanguages":24,"viewCount":24,"url":24,"parentIds":687,"statistic":24},[],{"title":685},{"VI":686},"Politecnico di Milano, Italy",[],{"title":689},{"VI":690},"S. 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