Process mining techniques in business environments : (Record no. 1309)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02611nam a2200277 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MIUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200310144931.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170522s2015 sz a|||| |||| 000 | eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319174815 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MIUC |
| Language of cataloging | eng |
| Transcribing agency | MIUC |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.4 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 3526 |
| Personal name | Burattin, Andrea |
| 952 ## - Items | |
| Itemnumber | 1630 |
| 245 10 - TITLE STATEMENT | |
| Title | Process mining techniques in business environments : |
| Remainder of title | theoretical aspects, algorithms, techniques and open challenges in process mining / |
| Statement of responsibility, etc. | Andrea Burattin. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Switzerland : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XII, 220 p. : |
| Other physical details | ill. b&w ; |
| Dimensions | 24 cm. |
| 336 ## - CONTENT TYPE | |
| Source | rdacontent |
| Content type term | text |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Business Information Processing, |
| Volume/sequential designation | 18651348 ; |
| International Standard Serial Number | 207 |
| 500 ## - GENERAL NOTE | |
| General note | The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction -- <br/>Pt. 1. State of the Art: BPM, Data Mining and Process Mining -- <br/>2. Introduction to Business Processes, BPM, and BPM Systems -- <br/>3. Data Generated by Information Systems (and How to Get It) -- <br/>4. Data Mining for Information System Data -- <br/>5. Process Mining -- <br/>6. Quality Criteria in Process Mining -- <br/>7. Event Streams -- Part II: Obstacles to Process Mining in Practice -- <br/>8. Obstacles to Applying Process Mining in Practice -- <br/>9. Long-term View Scenario -- <br/>Pt. 3. Process Mining as an Emerging Technology -- <br/>10. Data Preparation -- <br/>11. Heuristics Miner for Time Interval -- <br/>12. Automatic Configuration of Mining Algorithm -- <br/>13. User-Guided Discovery of Process Models -- <br/>14. Extensions of Business Processes with Organizational Roles -- <br/>15. Results Interpretation and Evaluation -- <br/>16. Hands-On: Obtaining Test Data -- <br/>Pt. 4. A New Challenge in Process Mining -- <br/>17. Process Mining for Stream Data Sources -- <br/>Pt. 5. Conclusions and Future Work -- <br/>18. Conclusions and Future Work. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining." |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 794 |
| Topical term or geographic name entry element | Data mining |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 1040 |
| Topical term or geographic name entry element | Process control |
| General subdivision | Data processing |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| 9 (RLIN) | 3527 |
| Uniform title | Lecture notes in business information processing |
| Volume/sequential designation | 207 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Marbella International University Centre | Marbella International University Centre | Library | 03/10/2018 | 658.4 BUR pro | 03/10/2018 | 03/10/2018 | Books |