Detecting The Emergence Of New Concepts In Web Communities

نویسندگان

  • Pierluigi D'Amadio
  • Paola Velardi
چکیده

$EVWUDFW This paper describes a methodology to detect the emergence (or the disappearance) of concepts through the observation of natural language communications (NLC). NLC are the documents, e-mails, written communications of any kind, that the members of a web community produce, access, and exchange for their purposes. The emergence of a new concept is suggested by the repetitive and consistent use of certain terms, while its intended meaning and appropriate conceptualization is obtained through a combination of text mining and algebraic methods.

برای دانلود رایگان 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

Analyzing new features of infected web content in detection of malicious web pages

Recent improvements in web standards and technologies enable the attackers to hide and obfuscate infectious codes with new methods and thus escaping the security filters. In this paper, we study the application of machine learning techniques in detecting malicious web pages. In order to detect malicious web pages, we propose and analyze a novel set of features including HTML, JavaScript (jQuery...

متن کامل

On Determining Communities in the Web

One of the characteristic features of the World Wide Web is that it allows anyone to publish web pages, and to link their pages to any other web pages. The emergent result of this process is that communities arise that are focused around subjects of common interest. Identifying these communities can be challenging, due to the large size of the web graph and the unstructured nature of publishing...

متن کامل

Detecting communities of workforces for the multi-skill resource-constrained project scheduling problem: A dandelion solution approach

This paper proposes a new mixed-integer model for the multi-skill resource-constrained project scheduling problem (MSRCPSP). The interactions between workers are represented as undirected networks. Therefore, for each required skill, an undirected network is formed which shows the relations of human resources. In this paper, community detection in networks is used to find the most compatible wo...

متن کامل

Anomaly-based Web Attack Detection: The Application of Deep Neural Network Seq2Seq With Attention Mechanism

Today, the use of the Internet and Internet sites has been an integrated part of the people’s lives, and most activities and important data are in the Internet websites. Thus, attempts to intrude into these websites have grown exponentially. Intrusion detection systems (IDS) of web attacks are an approach to protect users. But, these systems are suffering from such drawbacks as low accuracy in ...

متن کامل

INTERNATIONAL CONFERENCE ON ADVANCES IN E - BUSINESS . . . ON THE INTERNET 1 Inferring Emergent Web Communities

|One of the characteristic features of the World Wide Web is that it allows anyone to access information on almost any subject that is of interest to that person. The emergent result of this process is that communities arise that are focused around subjects of common interest. Identifying these communities can be challenging, since in contrast to the communities that have been formed more tradi...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005