Content Areas: data mining, machine learning, applications, user interfaces Abstract The creation of a complex web site is a thorny problem in user interface design. In IJCAI '97, we challenged the AI community to address this problem by creating adaptive web sites: sites that automatically improve their organization and presentation by mining visitor access data collected in Web server logs. I...

Identification of the navigational patterns of casual visitors is an important step in online recommendation to convert casual visitors to customers in e-commerce. Clustering and sequential analysis are two primary techniques for mining navigational patterns from Web and application server logs. The characteristics of the log data and mining tasks require new data representation methods and ana...

visitor management is considered important for the sustainable development of protected areas as the presence of visitors may cause negative impacts on wildlife and vegetation. within this framework, visitor impacts and perceptions are considered critical for decision-making and planning of future management regimes. this paper resumes opinions of visitors of the valley of butterflies in rhode...

In the digital market, attracting sufficient online traffic in a business to customer Web site is vital to an online business’s success. The changing patterns of Internet surfer access to e-commerce sites pose challenges for the Internet marketing teams of online companies. For e-business to grow, a system must be devised to provide customers’ preferred traversal patterns from product awareness...

“Quantified” travelers often use mobile exercise apps and gamified features to manage their physical activities while visiting destinations. Accordingly, this study empirically explores the spatially varying relationships between visitors' experiences—place curiosity social recognition—and behavioral engagement. Using novel data from app users’ activity logs spatial analytical methods, finds th...

The presence of people in urban spaces and related components is one of the most important issues in the field of behavioral sciences in urban studies. The mechanism of static presence in urban spaces is influenced by factors that generally determine the quality of social life in these spaces. The present study examines the way people are present in urban spaces in relation to each other, and i...

Everyday, popular Web sites attract millions of visitors. These visitors leave behind vast amount of Web site traversal information in the form of Web server and query logs. By analyzing these logs, it is possible to discover various kinds of knowledge, which can be applied to improve the performance of Web services. A particularly useful kind of knowledge is knowledge that can be immediately a...

this is a year field study to evaluate the recreational needs of visitors bamu national park. bamu national park has the potential ecotourism capabilities to attract ecotourist which should be utilizing of this ability in regional planning. in this study clawson method used that one of the most common methods of evaluation systems resorts in aware of the people comments. about 225 questionnaire...

We are working on behavioral marketing in the Internet. On one hand we observe the behavior of visitors, and on the other hand we trigger (in real-time) stimulations intended to alter this behavior. Real-time and mass-customization are the two challenges that we have to address. In this paper, we present a hybrid approach for clustering visitor sessions, based on a combination of global and loc...

With the immense success of World Wide Web, Web servers have become ubiquitous for all kinds of organizations, even for individuals. While most previous research has been conducted on high-profile Web servers, the majority of Web servers on the Internet are low-profile. In this paper, we focus on the low-profile Web servers inside a middle-sized campus network. We collect eight-month traces on ...