Incremental document map formation: multi-stage approach

نویسندگان

  • Krzysztof Ciesielski
  • Michal Draminski
  • Mieczyslaw A. Klopotek
  • Dariusz Czerski
  • Slawomir T. Wierzchon
چکیده

The paper presents methodology for the incremental map formation in a multi-stage process of a search engine with the map based user interface. The architecture of the experimental system allows for comparative evaluation of different constituent technologies for various stages of the process. The quality of the map generation process has been investigated based on a number of clustering and classification measures. Some conclusions concerning the impact of various technological solutions on map quality are presented.

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

Designing an Incremental Cellular Manufacturing System Based on Heuristic Methods

One important issue regarding the implementation of cellular manufacturing systems relates to deciding whether to convert an existing job shop into a cellular manufacturing system comprehensively in a single go, or in stages incrementally by forming cells one after the other taking the advantage of the experiences of implementation. In this paper two heuristic methods based on multi-stage progr...

متن کامل

Field evaluation of the smartphone-based travel behaviour data collection app “SmartMo”

This paper outlines an innovative approach to the evaluation of a self-administered smartphone-based survey for the collection of travel behaviour data. For this approach, a traditional travel survey is modified to match mobile devices. The smartphone application “SmartMo” is designed in a multi-stage iterative development process. It is then implemented and evaluated through a number of field ...

متن کامل

A Multi-Stage Algorithm for Text Documents Filtering Based on Physical Knowledge

Submitted: Aug 7, 2013; Accepted: Sep 18, 2013; Published: Sep 25, 2013 Abstract: To make a large amount of text documents available to perception, it is necessary to spread the information sources in thematic groups. In this paper, filtering of electronic documents is based on a preliminary multi-stage clustering algorithm: at the first stage for reducing the feature space Kohonen maps (SOM) a...

متن کامل

Coalition Formation in multi-agent systems - an evolutionary approach

The paper introduces solution of Coalition Formation Problem (CFP) in Multi-Agents Systems (MAS) based on evolutionary algorithm. The main aim of our study is to develop an evolutionary based algorithm for creation of coalitions of agent for solving assumed tasks. We describe the coding schema and genetic operators such as mutation, crossover and selection that occurred to be efficient in solut...

متن کامل

Exploiting Concept Clumping for Efficient Incremental News Article Categorization

In this paper, we introduce efficient methods for incremental multilabel categorization of documents. We use concept clumping to efficiently categorize news articles into a hierarchical structure of categories. Concept clumping is a phenomenon of local coherences occurring in the data and it has been previously used for fast, incremental e-mail classification. We extend the definition of clumpi...

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:
  • Annales UMCS, Informatica

دوره 4  شماره 

صفحات  -

تاریخ انتشار 2006