Constraint based Interesting Location and Mobile Web Service Sequence Mining in M-Commerce Environment

نویسندگان

  • Krishna K. Mohbey
  • Ghanshyam Singh Thakur
چکیده

Recently, mobile web services have become a more emerging topic due to popularity of smart phones and laptops. Mobile web services are becoming popular because the growth of internet speeds. Mobile web service is not only useful for particular user, but also for business purposes. It is useful for growth of a particular business. For a particular business, it is important to have the knowledge of user's interest. In M-commerce environment user's interesting web service sequence mining is also an emerging topic now a day. If a business person knows the web service accessing sequence of any user, he can plan new information for that particular user. Today, user's web service accessing sequence mining is based on type of service, visiting locations, timing and some specific constraints. The constraint may define the importance or utility of a particular web service. Here, we consider utility based constraint for particular user in M-commerce environment. We proposed an efficient approach, namely Mobile Web Service Sequence Mining to mine utility based user's interesting web service accessing sequence. Experimental results show that the proposed approach is better than previous constraint based approaches.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

High Fuzzy Utility Based Frequent Patterns Mining Approach for Mobile Web Services Sequences

Nowadays high fuzzy utility based pattern mining is an emerging topic in data mining. It refers to discover all patterns having a high utility meeting a user-specified minimum high utility threshold. It comprises extracting patterns which are highly accessed in mobile web service sequences. Different from the traditional fuzzy approach, high fuzzy utility mining considers not only counts of mob...

متن کامل

Mining Interesting Aspects of a Product using Aspect-based Opinion Mining from Product Reviews (RESEARCH NOTE)

As the internet and its applications are growing, E-commerce has become one of its rapid applications. Customers of E-commerce were provided with the opportunity to express their opinion about the product on the web as a text in the form of reviews. In the previous studies, mere founding sentiment from reviews was not helpful to get the exact opinion of the review. In this paper, we have used A...

متن کامل

Mobile Agent-based Applications : a Survey

A mobile agent is a computer entity capable of reasoning, use the network infrastructure to run in another remote site, search and gather the results, cooperate with other sites and return to his home site after completing the assigned tasks. Mobile Agent based applications research activities are increased and are applied in a wide range domain areas : network management, electronic commerce, ...

متن کامل

User Behavior Analysis of Location Aware Search Engine

Rapid growth of internet access from mobile users puts much importance on location specific information on the web. An unique web service called Mobile Info Search (MIS) from NTT Laboratories gathers the information and provide location aware search facilities. We performed association rule mining and sequence pattern mining against the access log which was accumulated at the MIS site in order ...

متن کامل

Developing a Recommendation Framework for Tourist by Mining Geo-tag Photos (Case Study Tehran District 6)

With the increasing popularity of sharing media on social networks and facilitating access to location technologies, such as Global Positioning System (GPS), people are more interested to share their own photos and videos. The world wide web users are no longer the sole consumer but they are producers of information also, hence a wealth of information are available on web 2.0 applications. The ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • JTAER

دوره 11  شماره 

صفحات  -

تاریخ انتشار 2016