Türk kamu inşaat projelerinde yaşanan uyuşmazlıklara yönelik birveri madenciliği yaklaşımı
Künye
YILMAZ, İ. C., & Dikbaş, A. (2013). Türk kamu inşaat projelerinde yaşanan uyuşmazlıklara yönelik bir veri madenciliği yaklaşımı. AJIT-e: Bilişim Teknolojileri Online Dergisi, 4(13), 79-86.Özet
When the disputes in public construction projects are not settled through negotiation
participants may apply to arbitration, council or litigation. The disputes that have
been adjudicated are recorded as a written matter in their archives. These documents
are critical in terms of preventing future conflicts from turning into disputes. Project
participants who want to minimize the risk of facing any disputes or who want to
know how to tackle disputes should go through all documentation and look for similar
cases. However it is a big challenge for participants who have little experience and
knowledge about construction sector and its technical concepts. Accordingly it would
be a useful solution to categorize such kind of documents automatically. This study
presents a benchmarking with the previous studies in which the construction
documentation is classified automatically in construction information technology. The
most successful text mining techniques have been applied to documentation relating to
public construction disputes that has been gathered from “Turkish Supreme Board of
Infrastructure and Construction”, the results are discussed and a new approach has
been presented.