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Mining and Querying Process Change Information Based on Change Trees [chapter]

Georg Kaes, Stefanie Rinderle-Ma
2015 Lecture Notes in Computer Science  
The applicability of the approach is evaluated based on a systematic comparison with change mining, a proof-of-concept implementation and by analyzing real-world data.  ...  In this paper, change trees and n-gram change trees are introduced to serve as a basis to analyze changes in highly adaptive process instances.  ...  Related Work Change of process instances and process schemas have been analyzed from various vantage points. [7] and [9] describe the generation of a change process based on change mining.  ... 
doi:10.1007/978-3-662-48616-0_17 fatcat:gwnlyuw2o5eghcv7lkfwo6xm74

Tree Based Association Rules for Mining in XML Query -Answerin
english

Radha. M, Theepigaa. TH, Rajeswari. S, Suganya. P
2014 International Journal of Innovative Research in Science Engineering and Technology  
In this Tree-Based Association Rules (TARs) are used mined rules, which provide approximate, intensional information on both the structure and the contents of Extensible Markup Language (XML) documents  ...  A prototype system and experimental results demonstrate the effectiveness of the approach. The mined rules are used for user query processing.  ...  UPDATION OF XML DOCUMENT AND QUERY PROCESSING The mined xml data will be analyzed for the user query processing.  ... 
doi:10.15680/ijirset.2014.0309052 fatcat:35lcc2hyazbddp5vzogyvgkjz4

Research on XML Data Mining Model Based on Multi-level Technology

Jie Ma
2014 International Journal of Database Theory and Application  
As an industrial standard of the Web 2.0, the XML technique has also attracted more and more researchers. However, how to mine value information from massive XML documents is still in its infancy.  ...  The era of Web 2.0 has been coming, and more and more Web 2.0 application, such social networks and Wikipedia, have come up.  ...  Acknowledgements Chongqing municipal education commission funded projects: based on semantic understanding of intelligent video monitoring system key technology research, Numbers: KJ111504.  ... 
doi:10.14257/ijdta.2014.7.1.08 fatcat:xegau57ec5ga5eexd7r5mkhgqy

Context-Aware Data Mining Framework for Wireless Medical Application [chapter]

Pravin Vajirkar, Sachin Singh, Yugyung Lee
2003 Lecture Notes in Computer Science  
The results obtained from the implementation process are elucidated on how the prediction output or the behavior of the system changes from the similar set of inputs in view of different context factors  ...  Context could consist of any circumstantial factors of the user and domain that may affect the data mining process.  ...  Attribute Context The classification of Data mining [11, 7, 6] builds a model (e.g., a deci-sion tree in C4.5) as a prediction model and querying this tree based on the user inputs leads to predicting  ... 
doi:10.1007/978-3-540-45227-0_38 fatcat:bnu3ugqs3vbdbhafom5znsb4py

Recent progress on selected topics in database research — A report by nine young Chinese researchers working in the United States

Chen Zhiyuan, Li Chen, Jian Pei, Yufei Tao, Wang Haixun, Wei Wang, Jiong Yang, Jun Yang, Donghui Zhang
2003 Journal of Computer Science and Technology  
The study on database technologies, or more generally, the technologies of data and information management, is an important and active research field.  ...  In this paper, we, nine young Chinese researchers working in the United States, present concise surveys and report our recent progress on the selected fields that we are working on.  ...  Second, general evaluation methods for "change mining queries" should be developed based on the general model/query language/algebra.  ... 
doi:10.1007/bf02947114 fatcat:q5zryrqmuffargpgyqcscwyb5i

Information Extraction using Incremental Approach
English

T.Ramesh Chary, N.Naveen Kumar
2014 International Journal of Computer Trends and Technology  
New approach also introduces automated query generation based on available input data for efficient performance.  ...  There is a high demand in the information extraction but available method such as UIMA and GATE performs IE by file based approach will not use any relational database in the extraction process.  ...  New approach also introduces automated query generation based on available input data for efficient performance.  ... 
doi:10.14445/22312803/ijctt-v10p130 fatcat:dhofuqlehfaajpp7j5oi2mmakq

X-warehouse

Ji Zhang, Wei Wang, Han Liu, Sheng Zhang
2005 Special interest tracks and posters of the 14th international conference on World Wide Web - WWW '05  
In this paper, we propose an approach to materialize XML data warehouses based on the frequent query patterns discovered from historical queries issued by users.  ...  The schemas of integrated XML documents in the warehouse are built using these frequent query patterns represented as Frequent Query Pattern Trees (FreqQPTs).  ...  Frequent Query Pattern Trees (FreqQPTs) are built based on these FreqQPSs and serve as the building blocks of schemas of the integrated XML documents in the warehouse.  ... 
doi:10.1145/1062745.1062786 dblp:conf/www/ZhangWLZ05 fatcat:afpcmpyxzrdehidlmwt4m4ubay

Real Life Applications of Fuzzy Decision Tree

Kavita Sachdeva, Madasu Hanmandlu, Amioy Kumar
2012 International Journal of Computer Applications  
, as parallel processing support, in stock-market, for information retrieval and data mining.  ...  It is being actively used in fields as varied as intrusion detection, flexible querying (modus ponens), analysis of cognitive process (Human Computer Interaction), for user authentication in biometrics  ...  Based on the similarity framework and the fuzzy learning methods both belong to the data mining and information retrieval fields, and cover several domains, namely medical, educational, chemical and multimedia  ... 
doi:10.5120/5729-7800 fatcat:rtpkialjwngwxe2awql5wkyvki

Query Optimization on Large Scale Nested Data with Service Tree and Frequent Trajectory

Li Wang, Guodong Wang
2021 Journal of Information Processing Systems  
On this basis, this paper puts forward an optimization strategy which combines query execution service tree and frequent sub-query trajectory to reduce the response time of frequent queries and further  ...  Query applications based on nested data, the most commonly used form of data representation on the web, especially precise query, is becoming more extensively used.  ...  [20] , induced frequent subtree discovery based on mined content [21] , bottom-up subtree mining based on disordered trees [22] , and association rules mining for XML data [23] .  ... 
doi:10.3745/jips.04.0205 dblp:journals/jips/WangW21 fatcat:jebkod7zjnfuvmx4uyw2td6cou

Investigation of Mining Association Rules on XML Document

P. M. Gavali
2018 International Journal of Computer Engineering in Research Trends  
Many data mining algorithms have been applied to XML including clustering, classification and association rules. In this paper association, rule mining on XML document is studied.  ...  XML is globally accepted format for sending the data on internet and between different applications which are running on different platforms and architectures.  ...  Authors used Tree based association rule for providing structure and content information necessary for query answering which provides rapid and more accurate results for various types of queries including  ... 
doi:10.22362/ijcert/2018/v5/i1/v5i103 fatcat:qqk2pgr4ynfdpfpyxf67untx24

Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature

Erwin Marsi, Pinar Pinar Øzturk, Murat V. Ardelan
2017 Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics  
We report on a demonstration system for text mining of literature in marine science and related disciplines. It automatically extracts variables (e.g.  ...  A web-based graphical user interface targeted at marine scientists facilitates searching, browsing and visualising events and their relations in an interactive way.  ...  It depends on two tools that are part of CoreNLP: Tregex is a library for matching patterns in trees based on tree relationships and regular expression matches on nodes; Tsurgeon is a closely related library  ... 
doi:10.18653/v1/e17-3023 dblp:conf/eacl/MarsiOA17 fatcat:zqqrksebrzaq7oh4hrwnwt45wq

FASST Mining: Discovering Frequently Changing Semantic Structure from Versions of Unordered XML Documents [chapter]

Qiankun Zhao, Sourav S. Bhowmick
2005 Lecture Notes in Computer Science  
We also design a declarative FASST query language, FASSTQUEL, to make the FASST mining process interactive and flexible.  ...  The distinct feature of this approach is that the FASST mining process is guided by the user-defined concept hierarchy.  ...  Based on the mining results, users can specify and modify their requirements explicitly using this query language.  ... 
doi:10.1007/11408079_66 fatcat:7gtk33xbmzb4hknvbwowhis434

COMPARISON OF DATA MINING ALGORITHMS, INVERTED INDEX SEARCH AND SUFFIX TREE CLUSTERING SEARCH

Miloš Ilić, Dejan Rančić, Petar Spalević
2016 Facta Universitatis Series Automatic Control and Robotics  
Clustering is one of the techniques used in a data mining process; it is based on data grouping according to the features, or any property they have in common, thus, a search process is faster, and a user  ...  Data mining works with large amount of data sets and offers data to the end user; it consists of many different techniques and algorithms.  ...  is descriptive data mining, which produces some new nontrivial information, based on the available data set.  ... 
doi:10.22190/fuacr1603171i fatcat:f4odzmliovgmbkpzjgymmhesz4

COMPARISON OF DATA MINING ALGORITHMS, INVERTED INDEX SEARCH AND SUFFIX TREE CLUSTERING SEARCH

Miloš Ilić, Dejan Rančić, Petar Spalević
2016 Facta Universitatis Series Automatic Control and Robotics  
Clustering is one of the techniques used in a data mining process; it is based on data grouping according to the features, or any property they have in common, thus, a search process is faster, and a user  ...  Data mining works with large amount of data sets and offers data to the end user; it consists of many different techniques and algorithms.  ...  is descriptive data mining, which produces some new nontrivial information, based on the available data set.  ... 
doi:10.22190/fuacr.v15i3.1836 fatcat:jj3urpknpzcsbj6lr3qhdbmyc4

Analysis of Frequent Item set Mining of Electronic Evidence using ISPO Tree based on Map/Reduce

2016 International Journal of Science and Research (IJSR)  
to be distributed to the changed and original of the transactions dataset to SPO tree.  ...  So that we proposed a novel parallelized algorithm called PISPO based on the cloud-computing framework MapReduce, which is widely used to cope with large scale data and captures both the content and state  ...  We offer algorithm ISPO-tree (single pass ordered tree)based on both content and an innovative approach for parallelizing Map Reduce FP-FP-growth algorithm for a tree change also have captured the State  ... 
doi:10.21275/v5i1.17121501 fatcat:ve7x4rre55btxlybvkvenfwbly
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