THE IMPORTANCE OF DATA MINING AND ITS USAGE IN LIBRARIES

Korcan Doğan; Sacit Arslantekin

Makale detayları

THE IMPORTANCE OF DATA MINING AND ITS USAGE IN LIBRARIES

Yazarlar:

Korcan Doğan | Sacit Arslantekin

Yayıncı:

Ankara University

Ana Başlıklar:

Bilgi Çıkarımı

Dergi:

Ankara Üniversitesi Dil ve Tarih-Coğrafya Fakültesi Dergisi Vol.63 Issue 1, pp.503-541

Belge Tipi:

Makale

Yayın Tarihi:

6/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001291125

pISSN:

2459-0150

Anahtar kelimeler:

Özet:

 Data mining is one of the most important methods to find patterns and draw meaningful conclusions from big data collected from different sources. It is important for libraries to collect data from different sources and to draw meaningful results from this data by data mining. In this context, the main hypothesis in the study is: It is possible for libraries to obtain new patterns in library operations and services by using data mining techniques and to use them to develop new service models by reflecting them in decision support processes. A literature review is conducted to establish the theoretical basis of the research. At this stage, nationwide and international studies including the concepts related to data mining, data mining, data mining models, data mining processes, etc. are examined. The areas of utilization and applications of data mining are included in libraries. As a result of the research, the findings and evaluations obtained through the data mining process are presented, and the main hypothesis and sub-hypotheses are confirmed.

 Data mining is one of the most important methods to find patterns and draw meaningful conclusions from big data collected from different sources. It is important for libraries to collect data from different sources and to draw meaningful results from this data by data mining. In this context, the main hypothesis in the study is: It is possible for libraries to obtain new patterns in library operations and services by using data mining techniques and to use them to develop new service models by reflecting them in decision support processes. A literature review is conducted to establish the theoretical basis of the research. At this stage, nationwide and international studies including the concepts related to data mining, data mining, data mining models, data mining processes, etc. are examined. The areas of utilization and applications of data mining are included in libraries. As a result of the research, the findings and evaluations obtained through the data mining process are presented, and the main hypothesis and sub-hypotheses are confirmed.

 Data mining is one of the most important methods to find patterns and draw meaningful conclusions from big data collected from different sources. It is important for libraries to collect data from different sources and to draw meaningful results from this data by data mining. In this context, the main hypothesis in the study is: It is possible for libraries to obtain new patterns in library operations and services by using data mining techniques and to use them to develop new service models by reflecting them in decision support processes. A literature review is conducted to establish the theoretical basis of the research. At this stage, nationwide and international studies including the concepts related to data mining, data mining, data mining models, data mining processes, etc. are examined. The areas of utilization and applications of data mining are included in libraries. As a result of the research, the findings and evaluations obtained through the data mining process are presented, and the main hypothesis and sub-hypotheses are confirmed.

 Veri madenciliği farklı kaynaklardan toplanan büyük ölçekli verilerden örüntüler bulmak ve anlamlı sonuçlar çıkarabilmek için en önemli yöntemlerden biridir. Kütüphanelerin de farklı kaynaklardan veri toplayabilmesi ve bu verilerden veri madenciliği ile anlamlı sonuçlar çıkarabilmesi için önemlidir. Bu noktadan hareketle çalışmada Kütüphanelerin veri madenciliği tekniklerini kullanarak, işlem ve hizmetlerinde yeni örüntüler elde etmesi ve bunları karar destek süreçlerine yansıtarak yeni hizmet modelleri geliştirmek için kullanabilmeleri mümkündür. ana hipotezi oluşturulmuştur. Araştırmada kuramsal temelin oluşturulması amacı ile literatür taraması yapılmıştır. Bu aşamada veri madenciliği, veri madenciliği ile ilgili kavramlar, veri madenciliği modelleri, veri madenciliği süreçleri vb. kavramlar yapılan ulusal ve uluslararası çalışmalar doğrultusunda incelenmiş, kütüphanelerde veri madenciliğinin kullanım alanlarına ve uygulamalarına yer verilmiştir. Araştırma sonucunda veri madenciliği süreciyle elde edilen bulgulara ve değerlendirmelere yer verilmiş, ana hipotez ve alt hipotezler doğrulanmıştır.

Makale detayları

THE IMPORTANCE OF DATA MINING AND ITS USAGE IN LIBRARIES

Yazarlar:

Korcan Doğan | Sacit Arslantekin

Yayıncı:

Ankara University

Ana Başlıklar:

Bilgi Çıkarımı

Dergi:

Ankara Üniversitesi Dil ve Tarih-Coğrafya Fakültesi Dergisi Vol.63 Issue 1, pp.503-541

Belge Tipi:

Makale

Yayın Tarihi:

6/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001291125

pISSN:

2459-0150

Data mining

Big data

Library services

Data mining models

Data mining processesVeri madenciliği

Büyük veri

Kütüphane hizmetleri

Veri madenciliği modelleri

Veri madenciliği süreçleri

Sayı

Makale detayları

Yazarlar: Korcan Doğan | Sacit Arslantekin

Yayıncı: Ankara University

Ana Başlıklar: Bilgi Çıkarımı

Dergi: Ankara Üniversitesi Dil ve Tarih-Coğrafya Fakültesi Dergisi Vol.63 Issue 1, pp.503-541

Belge Tipi: Makale

Yayın Tarihi: 6/2023

Belge Dili: Türkçe

Document ID (Org No.): 2001291125

pISSN: 2459-0150

Sayı

Yazarlar:

Korcan Doğan | Sacit Arslantekin

Yayıncı:

Ankara University

Ana Başlıklar:

Bilgi Çıkarımı

Dergi:

Ankara Üniversitesi Dil ve Tarih-Coğrafya Fakültesi Dergisi Vol.63 Issue 1, pp.503-541

Belge Tipi:

Makale

Yayın Tarihi:

6/2023

Belge Dili:

Türkçe

Document ID (Org No.):

2001291125

pISSN:

2459-0150