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Web Access Log Mining, Information Extraction, and Deep Web Mining [chapter]

2015 Social Big Data Mining  
The deep Web, also known as the deep invisible web has given rise to a novel issue of deep web mining research.  ...  In this research paper we have proposed a system that has an ability to access the deep web information using web structured mining systems for better intelligent information administration system resulting  ...  On the basis of the analysis above, a domain information work model for special domain Deep Web is put forward.  ... 
doi:10.1201/b18223-13 fatcat:mdlg5l6tbfcnvdts2htfzhc74e

A Survey of Automatic Deep Web Classification Techniques

Umara Noor, Zahid Rashid, Azhar Rauf
2011 International Journal of Computer Applications  
A large part of Deep web comprises of online structured domain specific databases that are accessed using web query interfaces.  ...  The framework provides a baseline for the analysis of rudiments of automatic classification techniques based on the parameters such as structured, unstructured, simple/advance query forms, content representative  ...  A deep web vector space model is built to compute similarity among the deep web interfaces. Each individual vector defines a group of features and their related weights.  ... 
doi:10.5120/2362-3099 fatcat:5xzytnesv5cbfnraompzuwlzhu

Transformation from Web Pages to Optimal Normal Form Database Schema Using a Conceptual Schema Approach

Oviliani Yenty Yuliana, Suphamit Chittayasothorn
2021 2021 7th International Conference on Engineering, Applied Sciences and Technology (ICEAST)  
The standard relational database language, SQL, is a non-procedural language that defines the required results precisely. Query results are both correct and complete.  ...  Web pages and their embedded documents are a good source of information.  ...  Google could not index the Deep/Dark webs information, so Google cannot search for the Deep webs.  ... 
doi:10.1109/iceast52143.2021.9426306 fatcat:gzmjeyy62jg2dnql3tvt23ghei

A Personalization Recommendation Method Based on Deep Web Data Query

Tao Tan, Hongjun Chen
2012 Journal of Computers  
According to this kind of demand, this paper introduced personalization recommendation to the Deep Web data query, proposed a user interest model based on fine-grained management of structured data and  ...  Secondly, As for Deep Web information crawl, a crawl technology based on the tree structure is presented, with the traversal method of tree to solve the information crawl problems in the personalization  ...  Deep Web data integration, the demand information of users is the query information which submitted by users, as for Deep Web data integration, every two queries do not related to each other, because  ... 
doi:10.4304/jcp.7.7.1599-1606 fatcat:ga4v72l6vndkhngjxnnz5iffgq

Exposing the Deep Web in the Linked Data Cloud

Andrea Calì, Giuseppe De Santis, Tommaso Di Noia, Nicola Mincuzzi
2017 Sistemi Evoluti per Basi di Dati  
We propose techniques to make the Deep Web available in the Linked Data Cloud, and we study algorithms for processing queries, posed in a transparent way on the Linked Data, on the underlying Deep Web  ...  The Deep Web is constituted by dynamically generated pages, usually requested through a HTML form; it is notoriously difficult to query and to search, as its pages are obviously non-indexable.  ...  Andrea Calí acknowledges partial support by the EPSRC project "Logic-based Integration and Querying of Unindexed Data" (EP/E010865/1) and by the EU COST Action IC1302 KEYSTONE.  ... 
dblp:conf/sebd/CaliSNM17 fatcat:smtfdxjfknbjpes5ziiarx6emy

Unveiling the hidden bride: deep annotation for mapping and migrating legacy data to the Semantic Web

Raphael Volz, Siegfried Handschuh, Steffen Staab, Ljiljana Stojanovic, Nenad Stojanovic
2004 Journal of Web Semantics  
We consider deep annotation as particularly valid because, (i), dynamic web pages generated from databases outnumber static web pages, (ii), deep annotation may be a very intuitive way to create semantic  ...  We describe a framework of metadata creation where web pages are generated from a database and the database owner is cooperatively participating in the Semantic Web.  ...  We gratefully thank Leo Meyer, Dirk Wenke (Ontoprise), Gert Pache, and our colleagues at AIFB and FZI, for discussions and implementations that contributed toward the deep annotation prototype described  ... 
doi:10.1016/j.websem.2003.11.005 fatcat:2hfsn7ynujbwnpkvyjrx2ykdsy

Unveiling the Hidden Bride: Deep Annotation for Mapping and Migrating Legacy Data to the Semantic Web

Raphael Volz, Siegfried Handschuh, Steffen Staab, Ljiljana Stojanovic, Nenad Stojanovic
2004 Social Science Research Network  
We consider deep annotation as particularly valid because, (i), dynamic web pages generated from databases outnumber static web pages, (ii), deep annotation may be a very intuitive way to create semantic  ...  We describe a framework of metadata creation where web pages are generated from a database and the database owner is cooperatively participating in the Semantic Web.  ...  We gratefully thank Leo Meyer, Dirk Wenke (Ontoprise), Gert Pache, and our colleagues at AIFB and FZI, for discussions and implementations that contributed toward the deep annotation prototype described  ... 
doi:10.2139/ssrn.3199015 fatcat:glbwuyo3p5hqtasfhcnf77i6hy

Efficient Approach for Knowledge Management Using Deep Web Information Retrieval System

Soniya Agrawal
2013 IOSR Journal of Computer Engineering  
Deep web compared with surface web has the advantage of large volume, high quality, theme single-minded, good structured.  ...  a lot of unrelated pages, spend a lot of resources, we need a way to efficiently find and collect the query interfaces through deep web crawling strategy.  ...  We want to thank the Computer Science & Engineering Department of the SDBCT, Indore for giving me permission to commence this paper in the first instance, to do the necessary research work and to use departmental  ... 
doi:10.9790/0661-12293100 fatcat:o5sqtctpenalfjx6xzcnfxncey

Web-Scale Data Integration: You can afford to Pay as You Go

Jayant Madhavan, Shirley Cohen, Xin Luna Dong, Alon Y. Halevy, Shawn R. Jeffery, David Ko, Cong Yu
2007 Conference on Innovative Data Systems Research  
The World Wide Web is witnessing an increase in the amount of structured content -vast heterogeneous collections of structured data are on the rise due to the Deep Web, annotation schemes like Flickr,  ...  While this phenomenon is creating an opportunity for structured data management, dealing with heterogeneity on the web-scale presents many new challenges.  ...  Indexing the Deep Web: Given the estimated number of forms on the web, there clearly lies a potential for the use of structured data techniques.  ... 
dblp:conf/cidr/MadhavanCDHJKY07 fatcat:nffzp2q22rdf7f64hlkr2y32mq

Processing SPARQL Queries on Deep Web Sources

Andrea Calì, Tommaso Di Noia, Thomas Walker Lynch, Azzurra Ragone
2018 Sistemi Evoluti per Basi di Dati  
While Deep Web data sources have been usually modelled as relational in the literature, in many cases it is useful to export Deep Web data as Linked Data sets.  ...  The Deep Web is constituted by data accessible through dynamic Web pages requested through a Web interface.  ...  to and by a web service, then extracts all the inputs and outputs. The user is then allowed to manually assign a class of membership to resources.  ... 
dblp:conf/sebd/CaliNLR18 fatcat:ircwcodbtzd2dohjd2upeh6tyu

Survey of Techniques for Deep Web Source Selection and Surfacing the Hidden Web Content

Khushboo Khurana, M.B. Chandak
2016 International Journal of Advanced Computer Science and Applications  
The paper discusses various techniques that can be used to surface the deep web information and techniques for Deep Web Source Selection.  ...  Enormous data is available in deep web that can be useful to gain new insight for various domains, creating need to access the information from the deep web by developing efficient techniques.  ...  The key idea is to analyze two structured information: the HTML Form and the HTML Table extracted from the deep web source to discover its data structure and to allow us to build a relational schema describing  ... 
doi:10.14569/ijacsa.2016.070555 fatcat:yb6ffo7nv5gv3aorditiarfeca

Structured databases on the web

Kevin Chen-Chuan Chang, Bin He, Chengkai Li, Mitesh Patel, Zhen Zhang
2004 SIGMOD record  
With the potentially unlimited information hidden behind their query interfaces, this "deep Web" of searchable databases is clearly an important frontier for data access.  ...  On one hand, our "macro" study surveys the deep Web at large, in April 2004, adopting the random IP-sampling approach, with one million samples. (How large is the deep Web?  ...  We found that the deep Web measured 450,000 Web databases, among which 348,000 were structured. The current representative directory service covered a mere 15.6% of these databases.  ... 
doi:10.1145/1031570.1031584 fatcat:6razqtluiffkjhlgvwnxq5olfe

VIQI: A New Approach for Visual Interpretation of Deep Web Query Interfaces [article]

Radhouane Boughamoura, Lobna Hlaoua, Mohamed Nazih Omri
2012 arXiv   pre-print
In this paper, we imagine a system where users have the possibility to formulate one query using one query interface and then the system translates query to the rest of query interfaces.  ...  We propose a new approach which emulates capacity of interpretation of users and extracts query from deep web query interfaces. Our approach has proved good performances on two standard datasets.  ...  RELATED WORK Related works have used two main query representation models: a flat model and a hierarchical model.  ... 
arXiv:1205.0917v1 fatcat:p2y3d2l4z5hcxizolfmbat64zy

Kosmix: Exploring the Deep Web using Taxonomies and Categorization

Anand Rajaraman
2009 IEEE Data Engineering Bulletin  
We then explain why the Deep Web, an inhospitable region for web crawlers, is emerging as a significant information resource.  ...  Finally, we describe the anatomy of Kosmix, the first general-purpose topic exploration engine to harness the Deep Web.  ...  Acknowledgements The Kosmix explore engine described in this paper is the collective effort of the Kosmix team.  ... 
dblp:journals/debu/Rajaraman09 fatcat:4ynj7pcmufct5otwq2xaqrhahy

Determining Relevant Deep Web Sites by Query Context Identification

Zsolt Tivadar Kardkovács, Domonkos Tikk
2008 Business Information Systems  
We approached this problem in our "In the Web of Words" (WoW) project by allowing natural language sentence queries and by a context identification method that connects the queries and deep web sites via  ...  Deep web search requires a transformation between search keywords and semantically described and well-formed data structures.  ...  Acknowledgement Our work was sponsored by Mobile Innovation Center through the Asbóth Oszkár Programme of the Hungarian State.  ... 
dblp:conf/bis/KardkovacsT08 fatcat:riobpxps5becvezcjomf7nuhxu
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