An Integrated Query Relaxation Approach Adopting Data Abstraction and Fuzzy Relation

Author(s):  
Soon-Young Huh ◽  
Kae-Hyun Moon ◽  
Jinsoo Park

This paper proposes a cooperative query answering approach that relaxes query conditions to provide approximate answers by utilizing similarity relationships between data values. The proposed fuzzy abstraction hierarchy (FAH) represents a similarity relationship based on the integrated notion of data abstraction and fuzzy relations. Based on FAH, the authors develop query relaxation operators like query generalization, approximation, and specialization of a value. Compared with existing approaches, FAH supports more effective information retrieval by processing various kinds of cooperative queries through elaborate relaxation control and providing ranked query results according to fitness scores. Moreover, FAH reduces maintenance cost by decreasing the number of similarity relationships to be managed.

2010 ◽  
Vol 21 (4) ◽  
pp. 35-59 ◽  
Author(s):  
Soon-Young Huh ◽  
Kae-Hyun Moon ◽  
Jinsoo Park

This paper proposes a cooperative query answering approach that relaxes query conditions to provide approximate answers by utilizing similarity relationships between data values. The proposed fuzzy abstraction hierarchy (FAH) represents a similarity relationship based on the integrated notion of data abstraction and fuzzy relations. Based on FAH, the authors develop query relaxation operators like query generalization, approximation, and specialization of a value. Compared with existing approaches, FAH supports more effective information retrieval by processing various kinds of cooperative queries through elaborate relaxation control and providing ranked query results according to fitness scores. Moreover, FAH reduces maintenance cost by decreasing the number of similarity relationships to be managed.


2002 ◽  
Vol 29 (2) ◽  
pp. 251-274 ◽  
Author(s):  
HOLLY L. STORKEL

Previous evidence suggests that the structure of similarity neighbourhoods in the developing mental lexicon may differ from that of the fully developed lexicon. The similarity relationships used to organize words into neighbourhoods was investigated in 20 pre-school children (age 3;7 to 5;11) using a two alternative forced-choice classification task. Children classified the similarity of test words relative to a standard word to determine neighbourhood membership. The similarity relationship between the test and standard words varied orthogonally in terms of type of similarity and position of overlap. Standard words were drawn from neighbourhoods differing in density. Results showed that dense neighbourhoods were organized by phoneme similarity in the onset+nucleus or rhyme positions of overlap. In contrast, sparse neighbourhoods appeared to be organized by phoneme similarity in the onset+nucleus, but manner similarity in the rhyme. These results are integrated with previous findings from infants and adults to propose a developmental course of change in the mental lexicon.


2018 ◽  
Vol 1 (2) ◽  
pp. 129 ◽  
Author(s):  
Alifian Sukma ◽  
Badruz Zaman ◽  
Endah Purwanti

Along with the rapid advancement of technology development led to the amount of information available is also increasingly abundant. The aim of this study was to determine how the implementation of information retrieval system in the classification of the journal by using the cosine similarity and K-Nearest Neighbor (KNN).The data used as many as 160 documents with categories such as Physical Sciences and Engineering, Life Science, Health Science, and Social Sciences and Humanities. Construction stage begins with the use of text mining processing, the weighting of each token by using the term frequency-inverse document frequency (TF-IDF), calculate the degree of similarity of each document by using the cosine similarity and classification using k-Nearest Neighbor.Evaluation is done by using the testing documents as much as 20 documents, with a value of k = {37, 41, 43}. Evaluation system shows the level of success in classifying documents on the value of k = 43 with a value precision of 0501. System test results showed that 20 document testing used can be classified according to the actual category


2013 ◽  
Vol 9 (2) ◽  
pp. 89-109 ◽  
Author(s):  
Marie-Aude Aufaure ◽  
Alfredo Cuzzocrea ◽  
Cécile Favre ◽  
Patrick Marcel ◽  
Rokia Missaoui

In this vision paper, the authors discuss models and techniques for integrating, processing and querying data, information and knowledge within data warehouses in a user-centric manner. The user-centric emphasis allows us to achieve a number of clear advantages with respect to classical data warehouse architectures, whose most relevant ones are the following: (i) a unified and meaningful representation of multidimensional data and knowledge patterns throughout the data warehouse layers (i.e., loading, storage, metadata, etc); (ii) advanced query mechanisms and guidance that are capable of extracting targeted information and knowledge by means of innovative information retrieval and data mining techniques. Following this main framework, the authors first outline the importance of knowledge representation and management in data warehouses, where knowledge is expressed by existing ontology or patterns discovered from data. Then, the authors propose a user-centric architecture for OLAP query processing, which is the typical applicative interface to data warehouse systems. Finally, the authors propose insights towards cooperative query answering that make use of knowledge management principles and exploit the peculiarities of data warehouses (e.g., multidimensionality, multi-resolution, and so forth).


2016 ◽  
Vol 1 (2) ◽  
pp. 129
Author(s):  
Badruz Zaman ◽  
Endah Purwanti ◽  
Alifian Sukma

Along with the rapid advancement of technology development led to the amount of information available is also increasingly abundant. The aim of this study was to determine how the implementation of information retrieval system in the classification of the journal by using the cosine similarity and K-Nearest Neighbor (KNN). The data used as many as 160 documents with categories such as Physical Sciences and Engineering, Life Science, Health Science, and Social Sciences and Humanities. Construction stage begins with the use of text mining processing, the weighting of each token by using the term frequency-inverse document frequency (TF-IDF), calculate the degree of similarity of each document by using the cosine similarity and classification using k-Nearest Neighbor.Evaluation is done by using the testing documents as much as 20 documents, with a value of k = {37, 41, 43}. Evaluation system shows the level of success in classifying documents on the value of k = 43 with a value precision of 0501. System test results showed that 20 document testing used can be classified according to the actual category.


2020 ◽  
Vol 72 (12) ◽  
pp. 46-47
Author(s):  
Chris Carpenter

This article, written by JPT Technology Editor Chris Carpenter, contains highlights of paper SPE 197759, “Energy-Saving Challenges and Opportunities in Upstream Operations Using Value Methodology,” by Mohamed Ahmed Soliman, Saudi Aramco, prepared for the 2019 Abu Dhabi International Petroleum Exhibition and Conference, Abu Dhabi, 11-14 November. The paper has not been peer reviewed. The objective of the complete paper is to investigate and analyze energy-saving and process-optimization opportunities in upstream surface facilities, from downhole to the gas/oil separation plants (GOSPs), using a value-methodology approach. Function analysis was used to identify those functions that can be reduced, eliminated, or synergized to minimize GOSP operating and maintenance cost. All successful opportunities were selected on the basis of their minimum operating expenses and capital expenditure (CAPEX) with a value-engineering methodology. Introduction Value methodology has been implemented successfully in new projects to save costs but rarely has been implemented in oil and gas operating facilities to minimize operating costs. The success of value methodology in reducing capital project costs prompted the author to explore its application to operating facilities, specifically toward minimizing operating and maintenance cost. Value methodology is used when value is a concern and requires optimization. Value is defined as the ratio of function to cost. The value-engineering methodology consists of the following six-step process (Fig. 1): Information: Collect, review, and analyze all information about the project or the plant, including the cost. Review and define current project conditions and identify study goals. Function analysis: Define the primary function of the product or project in a simple format. Creativity: Generate the largest number of innovative ideas (brainstorming) without being controlled by standards and best practices. Evaluation: Evaluate the ideas generated from the creativity phase, eliminate impractical ones, and select the most-profitable and -achievable improvement idea. Development: Develop further the selected best ideas from the evaluation phase and estimate the cost. The development phase includes cost/benefit analyses, drawings, implementation steps, and responsibilities. Presentation: Present the selected ideas to decision-makers and stakeholders for final approval. Case Studies Several energy-saving opportunities were analyzed to highlight the need to check continuously the function of each equipment item and process in any operating facility. Many functions were found to be unnecessary. In some cases, these unnecessary functions adversely affected plant operation. The complete paper provides four case studies; this synopsis will highlight three of them.


2017 ◽  
Vol 5 (2) ◽  
pp. 265
Author(s):  
Nurmalina Nurmalina

<p><strong>Abstrak</strong>: Tulisan ini adalah hasil penelitian yang dilakukan di UPT. Perpustakaan UIN Raden Fatah Palembang yang diberi judul “Evaluasi penggunaan OPAC sebagai sarana temu kembali informasi di UPT.Perpustakaan UIN Raden Fatah Palembang”. Penggunaan OPAC di UPT. Perpustakaan UIN Raden Fatah Palembang  sudah di mulai sejak 2015. Namun sejauh ini belum diketahui apakah sudah digunakan secara maksimal dan sudah memenuhi kebutuhan pengguna atau belum. Untuk itu peneliti merasa perlu untuk melakukan evaluasi penggunaan OPAC sebagai sarana temu kembali informasi di perpustakaan.</p><p>Penelitian ini merupakan jenis penelitian kualitatif dengan menggunakan pendekatan evaluasi sumatif. Evaluasi sumatif dilaksanakan untuk menentukan sejauh mana sesuatu program mempunyai nilai kemanfaatan. Data didapat dengan cara observasi dan menyebarkan angket ke para pengunjung perpustakaan.</p><p>Hasil yang didapat adalah penggunaan OPAC di perpustakaan cukup tinggi dan responden merasa terbantu dalam menemukan koleksi dengan cepat sehingga dapat mempersingkat waktu pencarian.</p><p><strong>Kata kunci</strong>: Katalog online, temu kembali informasi, OPAC.</p><p><strong>Abstract</strong>: This paper is the result of research conducted in the central library UIN Raden Fatah Palembang.  Online Public Access Catalogue (OPAC) in this library has been used since 2015. This study aimed to know the use of OPAC which available in the central library UIN Raden Fatah Palembang.</p><p>This research is a type of qualitative research using summative evaluation approach. Summative evaluation is conducted to determine the extent to which a program has a value of benefit. Data were collected from 150 questionnaires.</p><p>The result of this study revealed that the use of OPAC in the library is  high. Users had a filling satisfication when used OPAC. Users was very helped in finding  collection quickly so as to shorten the search time.</p><p><strong>Keywords</strong>: Online Catalogue, information retrieval, OPAC.</p>


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