Call for Paper 25 June, 2024. Please submit your manuscript via online system or email at

ISSN E 2409-2770
ISSN P 2521-2419

Detetion and Prevention of Irrelevent Data Through Data Cleansing


A file oriented unstructured data collected and transformed into the data warehouse .Two or more records identified separately actually represent same real world entity, detection and prevention to improve data quality. The proposed technique introduces smart tokens of most representative attributes by sorting those tokens identical records are bring into close neighborhood, record duplicates are identified and removed from the data. Clean consistent and non duplicated data loaded into warehouse. The technique is a mile stone for cleaning data as with the explosive amount of data recording it is the need of time that more corrected data to be provided to the data mangers for effective decisions making.

  1. Komail Hussain,, UET Peshawar , Pakistan.
  2. Zain Khan, , MS Student UET Peshawar, Pakistan.
  3. Khateeb Hussain, , Ms Student, UET Peshawar, Pakistan.
  4. Imran Khalil, , AssistantProfessor, UET Peshawar , Pakistan.
  5. Maroof Ali, , Postdoc , Pakistan.
  6. Ashfaq Hussain, , Ms Student, UET Peshawar, Pakistan.
  7. Sami Ullah, , Ms Student FAST, Pakistan.
  8. Sami Uddin, , Ms Student FAST, Pakistan.
  9. Muhammad Inayat Ullah, , Lecturar UET Peshawar, Pakistan.
  10. Khushal Khan, , MS Student UET Peshawar, .

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