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A Survey of Utility-Oriented Pattern Mining

Wensheng Gan, Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent Tseng, Philip Yu
2019 IEEE Transactions on Knowledge and Data Engineering  
In recent years, there has been an increasing demand for utility-oriented pattern mining (UPM, or called utility mining).  ...  A comprehensive review of advanced topics of existing high-utility pattern mining techniques is offered, with a discussion of their pros and cons.  ...  In this survey, we have provided a comprehensive review of utility-oriented pattern mining, both in terms of current status and future directions.  ... 
doi:10.1109/tkde.2019.2942594 fatcat:nipxkmyfb5cyxh2662xbz6feo4

A Survey of Utility-Oriented Pattern Mining [article]

Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
2019 arXiv   pre-print
In recent years, there has been an increasing demand for utility-oriented pattern mining (UPM, or called utility mining).  ...  A comprehensive review of advanced topics of existing high-utility pattern mining techniques is offered, with a discussion of their pros and cons.  ...  Acknowledgment We would like to thank the editors and anonymous reviewers for their detailed comments and constructive suggestions which have improved the quality of this paper.  ... 
arXiv:1805.10511v2 fatcat:gfv2uvkq2vhyrcinpvteqn37su

Discovering Imperceptible Associations Based on Interestingness: A Utility-Oriented Data Mining

S. Shankar, T. Purusothaman
2010 Data Science Journal  
The experimental results portray the efficiency of this approach in mining utility-oriented and interesting association rules.  ...  This article proposes an innovative utility sentient approach for the mining of interesting association patterns from transaction databases.  ...  The process results in a class of novel, utility-oriented, and interesting association patterns.  ... 
doi:10.2481/dsj.008-030 fatcat:4tkuikyilzg53ep56ilqlq467a

Indirect Distance Measuring as Applied upon both Connecting Surveys and Orientation One

Pavel Černota, Hana Staňková, Silvia Gašincová
2011 Acta Montanistica Slovaca  
As per Regulation of the Czech Mining Office Board No. 435/1992 of Law Digest, in wording of later rulings, there is a dutyto survey any and all mining workings in the state reference system of S-JTSK  ...  Distance measurement is done by means of survey compared tape. Time demandand difficultness in organizing the works represent a disadvantage of this standard solution.  ...  Introduction As per the Regulation of the Czech Mining Office Board No. 435/1992 of Law Digest, in wording of later rulings, there is a duty to survey any and all mining workings in the state reference  ... 
doaj:6053d0dbab5f49d99937478c98113598 fatcat:yp5hnib5dzd6bgz5kjbhw2wzrm

Analyzing the Stability of Underground Mines Using 3D Point Cloud Data and Discontinuum Numerical Analysis

Seung-Joong Lee, Sung-Oong Choi
2019 Sustainability  
The analysis target was a section of an underground limestone mine, to which a hybrid room-and-pillar mining method that was developed to improve ore recovery was applied.  ...  The 3D survey of the target section verified that the center axis of the vertical safety pillar in the lower parts had deviated in a north-westerly direction.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su11040945 fatcat:mk6dxvqcqbbnda2fkraf33xd7u

A Survey on Educational Data Mining and Research Trends

Rajni Jindal, Malaya Dutta Borah
2013 International Journal of Database Management Systems  
In this survey work focuses on components, research trends (1998 to 2012) of EDM highlighting its related Tools, Techniques and educational Outcomes. It also highlights the Challenges EDM.  ...  Educational Data Mining (EDM) is an emerging field exploring data in educational context by applying different Data Mining (DM) techniques/tools.  ...  . (2) Administrative Objectives -Administrator Oriented (related to direct involvement of higher authorities/administrator) E.g.: Resource (Infrastructure as well as Human) utilization, Industry academia  ... 
doi:10.5121/ijdms.2013.5304 fatcat:5iqbydoopnbupav73ji2k4hkfa

Privacy Preserving Utility Mining: A Survey [article]

Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao, Shyue-Liang Wang,, Philip S. Yu
2018 arXiv   pre-print
Utility-oriented pattern mining and analytics have shown a powerful ability to explore these ubiquitous data, which may be collected from various fields and applications, such as market basket analysis  ...  To achieve better trade-off between utility maximizing and privacy preserving, Privacy-Preserving Utility Mining (PPUM) has become a critical issue in recent years.  ...  A comprehensive survey of utility-oriented pattern mining can be also referred to [10] , [40] . B.  ... 
arXiv:1811.07389v1 fatcat:upooi44vzretxavpkp2lie735i

Geospatial Data Approach for Demand-Oriented Policies of Land Administration

HaeOk Choi
2020 Land  
Going forward, this study could be used as reference material for determining policy priorities focusing, in particular, on the policy consumers' utilizing data on civil complaints in terms of government  ...  and results of land administration.  ...  Acknowledgments: This paper had rewrote based on the "A study on the utilization and analysis of LX Voice of Customer" in 2016.  ... 
doi:10.3390/land9010031 fatcat:fs3cy6hwsvebvdt3wck66pslvu

Literature Survey on Web Mining

Geeta R Bharamagoudar
2012 IOSR Journal of Computer Engineering  
Web Mining is the process of retrieving non-trivial and potentially useful information or patterns from web.  ...  It also provides comparative statements of various page ranking algorithms with link editing, General Utility Mining and Topological frequency Utility Mining Model by taking constraints such as Web Mining  ...  Topological Frequency utility Mining Model considers in addition to frequency and utility, the detailed topology of the website to rank a web page [10] .  ... 
doi:10.9790/0661-0543136 fatcat:wq3qmgojcbfzblqestmdvmfbam

Review on Mining High Utility Patterns Decreasing Candidates

Satyajeet Bankar
2016 International Journal Of Engineering And Computer Science  
Utility mining is a latest development of data mining technology.  ...  Among utility mining issues, utility mining with the item set share structure is a hard one as no anti-monotonicity property hold swith the interestingness measure.Prior work son this problem all use a  ...  , weighted itemset mining and objective-oriented utility-based association mining.  ... 
doi:10.18535/ijecs/v5i11.27 fatcat:6hix6xkzubhfvk7wbuap2c23ym

Clarification of Characteristics of Character Strengths Utilized in Stressful Situation

Shogo Matsumoto, Koichiro Aoki, Shogo Komatsu, Chieko Kato
2021 Open Journal of Social Sciences  
This study conducted a survey on students' own strengths and strengths used in stressful situations for identification of character strengths which are useful for stress coping.  ...  There is a possibility that proper choice and utilization of character strengths depending on situations and stressors lead to overcoming stressful situations.  ...  Conflicts of Interest The authors declare no conflicts of interest regarding the publication of this paper.  ... 
doi:10.4236/jss.2021.92011 fatcat:6bnj5wlljrc3ragbtdxgtekaqm

Research & Survey of Data Mining Techniques In Educational System

Surabhi juneja
2016 International Journal Of Engineering And Computer Science  
Data mining is the process of finding of hidden information from a huge amount of data. Data mining analyzing the data from different source and convert it into meaningful information.  ...  In the world of internet there are several online open source resources that are utilized by various academicians. Unfortunately, all the resources that are available in a scattered manner.  ...  Sequential pattern mining: This method is used to find intersession patterns such as the presence of a set of items followed by another items in a time-ordered set of sessions or episodes. based on temporal  ... 
doi:10.18535/ijecs/v5i11.50 fatcat:t3hccvtj3vh3jgep4bu6gtqmi4

A Survey on Sentiment Analysis of (Product) Reviews

A. NishaJebaseeli, E. Kirubakaran
2012 International Journal of Computer Applications  
This paper provides an overall survey about sentiment analysis or opinion mining related to product reviews.  ...  With the help of wireless technology, the internet becomes a valuable place for online learning, exchanging ideas, reviews for a product or service.  ...  LITERATURE SURVEY Lina Zhou et al., [4] investigated movie review mining using machine learning and semantic orientation.  ... 
doi:10.5120/7234-0242 fatcat:4i7ez3pslrchfdq4ymgcq2vrf4

A process mining approach to linking the study of aptitude and event facets of self-regulated learning

Sanam Shirazi Beheshitha, Dragan Gašević, Marek Hatala
2015 Proceedings of the Fifth International Conference on Learning Analytics And Knowledge - LAK '15  
This paper proposes the use of the Fuzzy miner process mining technique to examine the relationship between students' self-reported aptitudes (i.e., achievement goal orientation and approaches to learning  ...  A pilot study is conducted to probe the method and the preliminary results are reported.  ...  A recent study introduced adoption of process mining techniques to uncover regular patterns governed by the holistic process [7] .  ... 
doi:10.1145/2723576.2723628 dblp:conf/lak/BeheshithaGH15 fatcat:rx52kyan6nhufihzeqw642ty5m

MAPPING APATITE-ILMENITE RARE EARTH ELEMENT MINERALIZED ZONE USING FUZZY LOGIC METHOD IN SIJUK DISTRICT, BELITUNG

Muhamad Iqbal Januadi Putra, NFN Sobirin
2018 International Journal of Remote Sensing and Earth Sciences (IJReSES)  
This study also illustrates the orientation of the metal utilization of apatite-ilmenite in district Sijuk.  ...  The result of this research showed the potential distribution of mineralized apatite-ilmenite with a total area of 1,617 ha.  ...  Based on field survey activity by interview method, it was found that the orientation of mineral utilization of apatite-ilmenite in Sijuk District still not very good.  ... 
doi:10.30536/j.ijreses.2018.v15.a2828 fatcat:jz2p4dyeefeyjafllxspvgx37a
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