Frequent-Pattern Based Facet Extraction from Graph Data

2014 ◽  
Author(s):  
Takahiro Komamizu ◽  
Toshiyuki Amagasa ◽  
Hiroyuki Kitagawa
Keyword(s):  
Frequent Pattern ◽  
Graph Data

Research of Data Graph Mining Based on Telecommunication Customers

2013 ◽  
Vol 443 ◽  
pp. 402-406 ◽  
Author(s):  
Shang Gao ◽  
Mei Mei Li
Keyword(s):  
Data Mining ◽  
Graph Mining ◽  
Pattern Mining ◽  
Rapid Development ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
Practical Significance ◽  
Research Progress ◽  
Graph Data ◽  
Data Graph

With the rapid development of the number of mobile phone users has accumulated a large number of graph data, graph data mining has gradually become a hot area of research. Traditional data such as clustering, classification, frequent pattern mining gradually extended to the field of graph data mining research. Introduced at this stage graph data mining technology research progress, summarizes the characteristics of the graphical data mining, practical significance, the main problem, and scenarios to discuss and forecast chart data, especially research on uncertain graph data become trends and hot spots.

Extract Frequent Pattern from Simple Graph Data

2002 ◽  
pp. 158-169 ◽  
Author(s):  
Qingqing Yuan ◽  
Yubo Lou ◽  
Haofeng Zhou ◽  
Wei Wang ◽  
Baile Shi
Keyword(s):  
Simple Graph ◽  
Frequent Pattern ◽  
Graph Data

Automated Graph Grammar Generation for Engineering Design With Frequent Pattern Mining

2017 ◽  
Author(s):  
Shraddha Sangelkar ◽  
Daniel A. McAdams
Keyword(s):  
Data Mining ◽  
Pattern Mining ◽  
Computational Design ◽  
Graph Grammar ◽  
Frequent Pattern ◽  
Graph Grammars ◽  
Design Synthesis ◽  
Graph Data ◽  
Grammar Rules ◽  
Computational Design Synthesis

Graph grammars, a technique for formulating new graphs based on a set of rules, is a very powerful tool for computational design synthesis. It is particularly suitable for discrete categorical data where principal component analysis is generally not applicable. Furthermore, this technique utilizes three different programs in conjunction with a design repository, which is opposed to traditional methods that require experts to empirically derive graph grammars. This technique can be separated into three steps. These steps are the creation of the input, graph data mining, and interpretation of the output with the intention of these steps being to automate or assist an expert with the process of extracting engineering graph grammars. Graph grammars that can then serve as guidelines during concept generation. The results of this paper show that this technique is very applicable to computational design synthesis by testing only a small number of products and still producing tangible results that coincide with empirically derived graphs. Fifty electromechanical products from the design repository are used in this study. When comparing, the machine generated grammar rules with expert derived grammar rules, it can be seen that only 14% cannot be developed, 58% cannot be mined with the current setup and 28% were mined with the current set up. However, it is important to keep in mind a few considerations. Specifically, the technique does not replace the expert. Instead, the technique acts as more of an aid than a replacement. Also, while this technique has great potential in regards to computational design synthesis, it is limited to the products in the design repository and the current implementation of the aforementioned programs. Despite these minor considerations, this work proposes application of graph data mining to derive engineering grammars.

An Adaptive Data Distribution Through Tree Rules in Frequent Pattern Mining

2018 ◽  
pp. 300-305
Keyword(s):  
Information Sharing ◽  
Pattern Mining ◽  
Data Distribution ◽  
Frequent Pattern Mining ◽  
Frequent Pattern ◽  
General Development ◽  
Secure Information ◽  
Evaluation Parameters ◽  
Secure Information Sharing

Information sharing among the associations is a general development in a couple of zones like business headway and exhibiting. As bit of the touchy principles that ought to be kept private may be uncovered and such disclosure of delicate examples may impacts the advantages of the association that have the data. Subsequently the standards which are delicate must be secured before sharing the data. In this paper to give secure information sharing delicate guidelines are bothered first which was found by incessant example tree. Here touchy arrangement of principles are bothered by substitution. This kind of substitution diminishes the hazard and increment the utility of the dataset when contrasted with different techniques. Examination is done on certifiable dataset. Results shows that proposed work is better as appear differently in relation to various past strategies on the introduce of evaluation parameters.

‘Strength in What Remains Behind’: Wordsworth and the Question of Ageing

Romanticism ◽  
2019 ◽  
Vol 25 (3) ◽  
pp. 261-270
Author(s):  
Mark Sandy
Keyword(s):  
Old Age ◽  
The Elderly ◽  
Frequent Pattern ◽  
Younger Generation ◽  
Old Men ◽  
Poetic Vision

Attending to the hoped-for connection between young and older generations, this essay revisits Wordsworth's poetic fascination with the elderly and the question of what, if any, consolation for emotional and physical loss could be attained for growing old. Wordsworth's imaginative impulse is to idealise the elderly into transcendent figures, which offers the compensation of a harmonious vision to the younger generation for the losses of old age that, in all likelihood, they will themselves experience. The affirmation of such a unified and compensatory vision is dependent upon the reciprocity of sympathy that Wordsworth's poetry both sets into circulation and calls into question. Readings of ‘Simon Lee’, ‘I know an aged Man constrained to dwell’, and ‘The Old Cumberland Beggar’ point up the limitations of sympathy and vision (physical and poetic) avowed in these poems as symptomatic of Wordsworth's misgivings about the debilitating effects of growing old and old age. Finally, Wordsworth's unfolding tragedy of ‘Michael’ is interpreted as reinforcing a frequent pattern, observed elsewhere in his poetry, whereby idealised figures of old men transform into disturbingly spectral second selves of their younger counterparts or narrators. These troubling transformations reveal that at the heart of Wordsworth's poetic vision of old age as a harmonious, interconnected, and consoling state, there are disquieting fears of disunity, disconnection, disconsolation, and, lastly, death.

Getting to know a new protocol in hypertension care

2020 ◽  
Vol 16 (1) ◽  
Author(s):  
Mona Lundin
Keyword(s):  
Blood Pressure ◽  
Digital Technology ◽  
Interaction Analysis ◽  
Medical Discourse ◽  
Graphical Form ◽  
Graph Data ◽  
Average Blood Pressure ◽  
Infrastructure Design

This study explores the use of a new protocol in hypertension care, in which continuous patient-generated data reported through digital technology are presented in graphical form and discussed in follow-up consultations with nurses. This protocol is part of an infrastructure design project in which patients and medical professionals are co-designers. The approach used for the study was interaction analysis, which rendered possible detailed in situ examination of local variations in how nurses relate to the protocol. The findings show three distinct engagements: (1) teasing out an average blood pressure, (2) working around the protocol and graph data and (3) delivering an analysis. It was discovered that the graphical representations structured the consultations to a great extent, and that nurses mostly referred to graphs that showed blood pressure values, which is a measurement central to the medical discourse of hypertension. However, it was also found that analysis of the data alone was not sufficient to engage patients: nurses' invisible and inclusion work through eliciting patients' narratives played an important role here. A conclusion of the study is that nurses and patients both need to be more thoroughly introduced to using protocols based on graphs for more productive consultations to be established. 

Rosyjska depesza kondolencyjna – wzorzec gatunkowy

2018 ◽  
Vol 2 (XXII) ◽  
pp. 51-63
Author(s):  
Ewa Białek
Keyword(s):  
Natural Disasters ◽  
Frequent Pattern ◽  
Press Releases ◽  
State Official ◽  
Heads Of State

The aim of the study is to characterise a genre pattern of a condolence telegram in Russian. A telegram is one of many genres of diplomatic correspondence, used to give condolences and express sympathy and support on the occasion of calamities and natural disasters. The senders and receivers of telegrams are heads of state (official institutinal communication), as well as nations of both countries and people afflicted with the disaster. The study conducted on a corpus of 150 texts (50 telegrams and 100 press releases) analyses the structure and lexico-pragmatic features of texts to establish the most frequent pattern of telegram in the current textual corpus. The results of the study show that a condolence telegram is a highly conventionalized genre.

Learning and Synchronized Privacy Preserving Frequent Pattern Mining

2011 ◽  
Vol 22 (8) ◽  
pp. 1749-1760
Author(s):  
Yu-Hong GUO ◽  
Yun-Hai TONG ◽  
Shi-Wei TANG ◽  
Leng-Dong WU
Keyword(s):  
Pattern Mining ◽  
Frequent Pattern Mining ◽  
Privacy Preserving ◽  
Frequent Pattern
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