Provide a cloud model to solve data mining problems
سال انتشار: 1396
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 444
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شناسه ملی سند علمی:
COMCONF05_483
تاریخ نمایه سازی: 21 اردیبهشت 1397
چکیده مقاله:
The progress made in collecting data and storage capabilities over the past decades has caused a large amount of information in many sciences. Data mining is an attempt to obtain useful information from this data, and the growing data growth globally has doubled the importance of data mining. But data mining also has weaknesses that are: the existence of data: the data must first be explored in the first place, and so that the data in the investigated environment is not extracted or recorded. Data accuracy: The data collected must be correct and inaccurate. For example, the gender of a man, woman is typed or other errors that are the reason for the error in the input. Enough features: The attributes of each record and object to learn the model and discover the order of effective data Suitable and sufficient. In this paper, using the cloud computing facility and creating a cloud model, we solve these problems. Creating a cloud-based data mining for users and using cloud computing techniques will make the user at least cost able to retrieve and organize data and retrieve and store them as well as extract knowledge from the data.
کلیدواژه ها:
نویسندگان
Alireza Mohseni
Graduated from Islamic Azad University, Qaem Shahr Branch,Qaem shahr,Iran)
Akram Alizadeh
Graduated from Islamic Azad University, Qaem Shahr Branch,Qaem shahr,Iran)
Sina Akbari
Graduated from Islamic Azad University, Qaem Shahr Branch,Qaem shahr,Iran)