hakansabunis/tr-academic-research-agent-index huggingface dataset:
A Novel and Optimized Product Recommendation Method in E-commerce
A Novel and Optimized Product Recommendation Method in E-commerce
Yazar: Madani, Fariborz Mousavi; Memari, Mozhgan
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 2 No. 1, 2015
Anahtar kelimeler: Recommendation method,             Collaborating filtering,             Recommendation quality,             Product taxonomy,             Association rules ; Recommendation method,             Collaborating filtering,             Recommendation quality,             Product taxonomy,             Association rules

The rapid growth of e-commerce has caused product overload where customers on the Web are no longer able to effectively choose the products they are exposed to. Developing an intelligent recommendation system is proposed to overcome the problem of overloaded product's information provided by the e-commerce enterprises. This paper proposes a new hybrid recommendation scheme, called NOVEL, based on CF, WebCF-AR and WebCF-PT to enhance the recommendation quality and the system performance of current recommender systems. The NOVEL method, showing a minimal qualitative improvement of 50% compared to the present methods of product suggestion, has advanced tremendously the existing ecommerce product suggestions employing costumer navigational and behavioral algorithms.

The rapid growth of e-commerce has caused product overload where customers on the Web are no longer able to effectively choose the products they are exposed to. Developing an intelligent recommendation system is proposed to overcome the problem of overloaded product's information provided by the e-commerce enterprises. This paper proposes a new hybrid recommendation scheme, called NOVEL, based on CF, WebCF-AR and WebCF-PT to enhance the recommendation quality and the system performance of current recommender systems. The NOVEL method, showing a minimal qualitative improvement of 50% compared to the present methods of product suggestion, has advanced tremendously the existing ecommerce product suggestions employing costumer navigational and behavioral algorithms.
Barriers to Education and Employment: An Australian Youth Perspective
Barriers to Education and Employment: An Australian Youth Perspective
Yazar: Dawes, Associate Prof.glenn
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 2 No. 1, 2015
Anahtar kelimeler: Education,             Employment,             Australia ; Education,             Employment,             Australia

The quest for obtaining an education and a resultant higher standard of living is reflected  in the increasing numbers of Australian's who are participating in education with over 60 % of Australia&#39;s 15 to 24 year old population accessing schools and higher educational institutions.  In the state of Queensland over1, 456,500 students were either attending a school (734,700), a higher education institution (425,900), or a technical college (237,100).  In 2003 the Queensland state government announced major reforms to the schooling system. These reforms are enshrined in the Youth Participation in Education and Training Act 2003 and include the requirement from 2006 for young people to remain in school until 16 years or have completed Year 10

The quest for obtaining an education and a resultant higher standard of living is reflected  in the increasing numbers of Australian's who are participating in education with over 60 % of Australia&#39;s 15 to 24 year old population accessing schools and higher educational institutions.  In the state of Queensland over1, 456,500 students were either attending a school (734,700), a higher education institution (425,900), or a technical college (237,100).  In 2003 the Queensland state government announced major reforms to the schooling system. These reforms are enshrined in the Youth Participation in Education and Training Act 2003 and include the requirement from 2006 for young people to remain in school until 16 years or have completed Year 10
Bilgi Ekonomisinde Paradigmal Arayışlar:Ekonomide Bilişsel, Connectionist ve Computationalist Yaklaşımlar
Bilgi Ekonomisinde Paradigmal Arayışlar:Ekonomide Bilişsel, Connectionist ve Computationalist Yaklaşımlar
Yazar: Erkan, Prof.dr.hüsnü; Erkan, Doç.dr.canan
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Science,             Mechanical,             Quantum ; Bilim,             Mekanik,             Kuantum

Bilimde mekanik paradigmadan Kuantum Paradigmasına kayış, önce fizik ve elektronikte; sonra kuantum mantığı içinde şekillenen bilişsel, Connectionist ve Computationalist (bilgisayar bazlı) yaklaşımlarla, biyoloji, psikoloji, eğitim, işletme ve yönetim bilimlerinde köklü değişimlere yol açtı. Oysa ekonomi bilimi bu yönde henüz yenilenemedi. Bildiride; bilişsel, Connectionist ve Computationalist yaklaşımların, ekonomi biliminin yenilenmesi için uygunluğu, büyüme-kalkınma yaklaşımı bağlamında değerlendirilmektedir.

The paradigm  shift from mechanic to quantum occurred firstly in physics and electronics, with the helps of cognitive, connectionist and Computationalist approaches, caused fundamental changes in biology, psychology, educational, managerial and administrative sciences. Economics is not yet renewed in this way. The aim of this study is to evaluate the appropriateness of these cognitive, connectionist and Computationalist approaches to renew the economics in the context of economic development.
Health, Human Capital and Regional Economic Growth:An Empirical Study on China
Health, Human Capital and Regional Economic Growth:An Empirical Study on China
Yazar: Fan, Dr.ying; Wang, Dr.yu
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Health,             Education,             Economic Growth,             Panel Data ; Health,             Education,             Economic Growth,             Panel Data

In this paper, the effects of changes in regional health, education, physical capital and opening policy on economic growth are studied with an extended Cobb-Douglas production function. Data from 1997 to 2003 of 31 provinces are used to analyze the situation in China. The results show that elasticity of economic growth to health is about 0.06, and its contribution takes a rising trend as the income increases. The contributions of physical capital and education are still the main resources of economic growth in China, and the elasticity of these two factors is 0.452 and 0.127 respectively. Especially, the effect of these two factors in middle income level region is the largest. Therefore, investment in these regions is most helpful to economic growth. Openness policy is another important factor to economic growth, and its elasticity is about 0.104 in high income level regions, which should be used as a reference by middle and low income level regions.

In this paper, the effects of changes in regional health, education, physical capital and opening policy on economic growth are studied with an extended Cobb-Douglas production function. Data from 1997 to 2003 of 31 provinces are used to analyze the situation in China. The results show that elasticity of economic growth to health is about 0.06, and its contribution takes a rising trend as the income increases. The contributions of physical capital and education are still the main resources of economic growth in China, and the elasticity of these two factors is 0.452 and 0.127 respectively. Especially, the effect of these two factors in middle income level region is the largest. Therefore, investment in these regions is most helpful to economic growth. Openness policy is another important factor to economic growth, and its elasticity is about 0.104 in high income level regions, which should be used as a reference by middle and low income level regions.
Bilgi ve İletişim Teknolojileri ile Yabancı Doğrudan Yatırım Akımları Arasındaki Etkileşim:Türkiye İçin Kointegrasyon Analizi 1980-2004
Bilgi ve İletişim Teknolojileri ile Yabancı Doğrudan Yatırım Akımları Arasındaki Etkileşim:Türkiye İçin Kointegrasyon Analizi 1980-2004
Yazar: Bozkurt, Yrd.doç.dr.hilal; Dursun, Yrd.doç.gülten
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Foreign Direct Investment,             Information and Communication Technology,             Stationary,             Co-Integration,             Htemi-J Criteria ; Yabancı Doğrudan Yatırımlar,             Bilgi ve İletişim Teknolojileri,             Durağanlık,             Co-integration,             Hatemi-J Kriteri

Bu çalışmada Türkiye'de 1980-2004 dönemi için bilgi ve iletişim teknolojileri ile yabancı doğrudan yatırım girişleri arasında uzun dönemde ekonomik büyümeye olan katkısı göz önünde bulundurularak, kointegrasyon analizi ile nedensel bir ilişkinin olup olmadığını incelenmiştir. Temel hipotez, bilgi ve iletişim teknolojileri altyapı yatırımlarının daha fazla yabancı doğrudan yatırım çekeceğidir. Kointegrasyon iki değişken arasındaki uzun dönem ilişkisini gösterir. Kointegrasyon araştırması için Johansen yöntemi kullanılmıştır. Johansen yöntemi Dickey-Fuller yönteminin genelleştirilmiş bir gösterimidir. Denklem sisteminde yer alan değişkenler için ortak gecikme uzunluğunu belirlemede Hatemi-J Criteria (HJC) testi kullanılmıştır. Johansen Kointegrasyon test sonuçlarına göre Türkiye'de incelenen dönemde değişkenler arasında istatistiksel açıdan anlamlı kointegrasyon ilişki gözlenmemiştir.

This study investigates the simultaneus causal relationship between investments in information and communication technology (ICT) and flows of foreign direct investment (FDI) in Turkey for 1980-2004, with reference to its implications on economic growth based on long time-series methodologies. Main hipothesis is a higher level of ICT investment leads to an increase inflow of FDI. For the cointegration test we use the Johansen method. Cointegration shows the long-run relationship between two variables. The Johansen cointegration methodology is shown generalized Dickey-Fuller methods. The set of possible lag lengths for the equation system was selected Hatemi-J Criteria (HJC) test. Our cointegration test result suggest that there is no significant causality from ICT to FDI in Turkey
Labor Relations in The İnformation Economy: The German Automotive Sector as Test Case
Labor Relations in The İnformation Economy: The German Automotive Sector as Test Case
Yazar: Greer, İan
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Relations,             German,             Famous ; Relations,             German,             Famous

Manuel Castells is most famous for his theory of an “information society” in which the world is “boundaryless,” identities shifted, and place-bound social relations transformed by a nebulous “space of flows,” of finance, telecommunications, migration, and tourism.[1] Yet, elsewhere, in his book on Finland, he argues that the information society is malleable and can co-exist with strong state and high levels of equality (Castells and Himanen 2002). This raises the question of how the changes he identifies affect other domains, such as welfare states, industrial relations systems, human resources, and so on. Because he has so little to say about the world of work, however, the effect of these new technologies and identities on industrial relations arrangements remains open. [1] Many thanks to Virginia Doellgast, Marco Hauptmeier, Damien Grimshaw, Kyoung-Hee Yu, Ursula Holtgrewe and Nathan Lillie who provided helpful comments on earlier versions of this paper; thanks as well to the Max-Planck-Institute for the Study of Societies, Cornell University's Center for European Studies, Cornell-ILR's International Programs and the German Academic Exchange Service for funding this research.

Manuel Castells is most famous for his theory of an “information society” in which the world is “boundaryless,” identities shifted, and place-bound social relations transformed by a nebulous “space of flows,” of finance, telecommunications, migration, and tourism.[1] Yet, elsewhere, in his book on Finland, he argues that the information society is malleable and can co-exist with strong state and high levels of equality (Castells and Himanen 2002). This raises the question of how the changes he identifies affect other domains, such as welfare states, industrial relations systems, human resources, and so on. Because he has so little to say about the world of work, however, the effect of these new technologies and identities on industrial relations arrangements remains open. [1] Many thanks to Virginia Doellgast, Marco Hauptmeier, Damien Grimshaw, Kyoung-Hee Yu, Ursula Holtgrewe and Nathan Lillie who provided helpful comments on earlier versions of this paper; thanks as well to the Max-Planck-Institute for the Study of Societies, Cornell University's Center for European Studies, Cornell-ILR's International Programs and the German Academic Exchange Service for funding this research.
Individual’s Working Knowledge Creation Process: Kant Perspective
Individual’s Working Knowledge Creation Process: Kant Perspective
Yazar: Lee, Prof.dr.eul-teo; Kim, Prof.dr.kong Soo; Guloglu, Assist Prof.dr.tuncay
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Kant Pespective,             Kantian,             Epistemologj ; Kant Pespective,             Kantian,             Epistemologj

Many researchers have focused on the relationship between knowledge creation process and firm performance on the organizational level. This study explores the individual's working knowledge creation process in terms of Kantian epistemology. Kant argued that the epistemological and causal processes are required to have complete knowledge creation. His knowledge creation process is that experiential knowledge and theoretical knowledge are functions of conceptualization. Moreover, conceptualization is an antecedent to synthetic judgment, and synthetic judgment is antecedent to the knowledge creation by individuals. Each of the process variables is correlated to knowledge creation. This study has developed a research model on the working knowledge process based on Kantian perspectives by operationalizing theoretical variables into measurement ones, and empirically testing the model using 431 engineers working for information technology firms in Korea.

Many researchers have focused on the relationship between knowledge creation process and firm performance on the organizational level. This study explores the individual's working knowledge creation process in terms of Kantian epistemology. Kant argued that the epistemological and causal processes are required to have complete knowledge creation. His knowledge creation process is that experiential knowledge and theoretical knowledge are functions of conceptualization. Moreover, conceptualization is an antecedent to synthetic judgment, and synthetic judgment is antecedent to the knowledge creation by individuals. Each of the process variables is correlated to knowledge creation. This study has developed a research model on the working knowledge process based on Kantian perspectives by operationalizing theoretical variables into measurement ones, and empirically testing the model using 431 engineers working for information technology firms in Korea.
Petroleum Knowledge Management in İran Oil İndustry (1964-1979)
Petroleum Knowledge Management in İran Oil İndustry (1964-1979)
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 1 No. 12, 2015
Anahtar kelimeler: Petrol,             İran,             İmportant ; Petrol,             İran,             İmportant

Petroleum industry is one of the important and influential industries in the world from economic, technological, and political aspects and so it&#39;s knowledge management . Therefore the Study and researching of knowledge management history in the petroleum sector could prepare a good experiment and base for future initiations. This essay seek to display the situation of knowledge creation  and management in  the petroleum sector of a developing oil country specially in it's establishment and developing periods .Therefore type and numbers of  the documents and scientific data which produced  in this sector  is gathered and  extracted from printed resources and then investigated by content analysis. Then the direction, intensity, and trend of knowledge production and structure and organization of knowledge management have been examined and presented.

Petroleum industry is one of the important and influential industries in the world from economic, technological, and political aspects and so it&#39;s knowledge management . Therefore the Study and researching of knowledge management history in the petroleum sector could prepare a good experiment and base for future initiations. This essay seek to display the situation of knowledge creation  and management in  the petroleum sector of a developing oil country specially in it's establishment and developing periods .Therefore type and numbers of  the documents and scientific data which produced  in this sector  is gathered and  extracted from printed resources and then investigated by content analysis. Then the direction, intensity, and trend of knowledge production and structure and organization of knowledge management have been examined and presented.
TÜRKİYE EKONOMİSİNDE DEĞİŞİM VE DENGELENME: YENİ EKONOMİ PROGRAMI ÜZERİNE BİR DEĞERLENDİRME
TÜRKİYE EKONOMİSİNDE DEĞİŞİM VE DENGELENME: YENİ EKONOMİ PROGRAMI ÜZERİNE BİR DEĞERLENDİRME
Yazar: Karagöl, Erdal Tanas
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 13 No. 2, 2018
Anahtar kelimeler: cari açık,büyüme

Türkiyeekonomisinde ekonomik büyümenin ithalata yüksek oranda bağımlılığı nedeniylebelli dönemlerde artan yüksek cari açık ekonomi için tehdit haline gelmektedir.Bu durum bazen ekonomik büyümeden fedakârlık yapma zorunluluğunu ortayaçıkarırken aynı zamanda cari açığın finansmanında dış kaynakların payınınyüksek olduğu ülkelerde ciddi sorunlara sebebiyet vermektedir. Dolayısıyla, üretimdeithal girdi oranını azaltacak adımlar, ekonomik büyümenin sürdürülebilirliğiiçin bugün son derece önem arz ediyor. Türkiye ekonomisine önümüzdeki üç yıllıkperspektifte bir yol haritası sunan Yeni Ekonomi Programı (YEP) düşük cari açıkve yüksek büyüme tercihini orta vadede mümkün hale getirmek için somut politikahedefleri içermektedir. YEP çerçevesinde gerçekleşecek bu değişim, Türkiye’niniçinde bulunduğu orta gelir grubundan yüksek gelirli ülkeler arasına girmesinede önemli katkı sağlayacaktır.

Türkiyeekonomisinde ekonomik büyümenin ithalata yüksek oranda bağımlılığı nedeniylebelli dönemlerde artan yüksek cari açık ekonomi için tehdit haline gelmektedir.Bu durum bazen ekonomik büyümeden fedakârlık yapma zorunluluğunu ortayaçıkarırken aynı zamanda cari açığın finansmanında dış kaynakların payınınyüksek olduğu ülkelerde ciddi sorunlara sebebiyet vermektedir. Dolayısıyla, üretimdeithal girdi oranını azaltacak adımlar, ekonomik büyümenin sürdürülebilirliğiiçin bugün son derece önem arz ediyor. Türkiye ekonomisine önümüzdeki üç yıllıkperspektifte bir yol haritası sunan Yeni Ekonomi Programı (YEP) düşük cari açıkve yüksek büyüme tercihini orta vadede mümkün hale getirmek için somut politikahedefleri içermektedir. YEP çerçevesinde gerçekleşecek bu değişim, Türkiye’niniçinde bulunduğu orta gelir grubundan yüksek gelirli ülkeler arasına girmesinede önemli katkı sağlayacaktır.
LOJİSTİK SEKTÖRÜNDE DİJİTAL DÖNÜŞÜM VE İSTANBUL OTOBÜS A.Ş. AKILLI ULAŞIM SİSTEMLERİ UYGULAMASI
DIGITAL TRANSFORMATION IN THE LOGISTICS SECTOR AND SMART TRANSPORTATION SYSTEMS APPLICATION OF ISTANBUL OTOBÜS A.Ş.
Yazar: Gökırmak, Haşmet
Dergi: Bilgi Ekonomisi ve Yönetimi Dergisi, Vol. 14 No. 1, 2019
Anahtar kelimeler: igital transformation,logistics,Endustry 4.0 ; Dijital dönüşüm,lojistik,Endüstri 4.0,lojistik trendler

Lojistik sektörü, dijital dönüşüm ilegelen teknolojik gelişmeler, müşteri satın alma davranışlarındaki değişiklikler,yeni iş modelleri, pazara yeni girenler, demografik, siyasal ve ekonomikgelişmeler nedeniyle büyük değişimlerle karşı karşıyadır. Bu gelişmelerden enönemlisi olan dijital dönüşüm, işletmelerin nasıl çalıştığı ve müşterilerenasıl değer kattığına dair köklü değişiklikler ortaya çıkaran, kültürel birdeğişimdir. Dijital dönüşümü birkaç teknolojiye indirgemek mümkün değildirancak web 2.0, mobil bilişim, geniş bant İnternet, bulut bilişim, dijitalmedya, büyük veri, yapay zekâ, arttırılmış gerçeklik, nesnelerin İnterneti ve 3boyutlu yazıcıların çığır açan etkisi yeni bir dönem başlatmıştır. Dijitaldönüşüm lojistik sektöründe süreçleri, verileri, nesneleri, üreticileri,tedarikçileri, pazarlamacıları ve müşterileri daha etkin yollarla birleştirmeyi,doğru bilgiyi doğru zamanda doğru kişiye (veya makineye) ulaştırmayı, verilerikarar verme süreçleri için daha faydalı bilgilere dönüştürmeyi ve fizikselaygıtlar ile nesneleri yerinde, hızlı karar verme için kullanabilmeyi mümkünhale getirmektedir. Sektörde dijital dönüşüme örnek olarak bir kamu kuruluşuolan İstanbul Otobüs A.Ş.’nin akıllı ulaşım sistemi incelenmiştir.

The logisticssector faces major changes due to technological developments such as digitalconversion, changes in customer purchasing behavior, new business models, newentrants to the market, demographic, political and economic developments. Themost important of these developments is the digital transformation that bringsabout fundamental changes in how businesses work and how they add value tocustomers. It is not possible to reduce the digital conversion to a fewtechnologies, but among others web 2.0, mobile computing, broadband Internet,cloud computing, digital media, big data, artificial intelligence, augmentedreality, the Internet of objects and the 3D printer have initiated a new era.Digital transformation integrates processes, data, objects, producers,suppliers, marketers and customers in more efficient ways in the logisticssector to transfer the right information to the right person (or machine) atthe right time, to convert data into more useful information fordecision-making, and to use objects and devices for quick decision making. Theapplication of Smart Transportation Systems at Istanbul Otobüs A.Ş. is discussedas an example of digital transformation in public transportation.