Analisa Kemiripan Struktural Model Proses Bisnis Menggunakan Metode Jaccard
DOI:
https://doi.org/10.53682/edutik.v3i4.7560Keywords:
Model proses bisnis, kemiripan structural, Jaccard methodAbstract
Setiap organisasi membutuhkan proses bisnis untuk menunjang efisiensi dan ekfektifitas kerja organisasi Analisa perancangan kembali reengineering penyempurnaan improvement dan implementasi proses bisnis merupakan aktifitas yang dibutuhkan dalam organisasi Permasalahan yang sering terjadi adalah adanya perbedaan antara bisnis proses yang ditetapkan dalam prosedur operasi standart organisasi dengan bisnis proses yang dijalankan Hal ini akan berpengaruh pada efektifitas dan efisensi kinerja Perhitungan kemiripan antara keduanya perlu dilakukan dengan menghitung kesamaan model proses bisnis menggunakan metode Jaccard Penelitian ini bertujuan untuk menghitung kemiripan antara model bisnis proses dalam organisasi serta membandingkannya dengan hasil expert judgment Dari hasil perhitungan ini dapat memberikan rekomendasi apakah dibutuhkan reengineering model proses bisnis atau improvement model proses bisnis dalam organisasi Hasil penelitian ini menunjukkan bahwa metode Jaccard memiliki akurasi tinggi dalam menghitung nilai kemiripan proses bisnis secara struktural dengan deviasi 1 59 < em>< p>
References
Awadid A Nurcan S Ayachi S 2018 On leveraging the fruits of research efforts in the arena of business process modeling formalisms: a map driven approach for decision making Software and Systems Modeling 17 66 1 26 https: doi org 10 1007 s10270 018 0689 y
Fauzan A C Sarno R Yaqin M A 2017 Performance Measurement Based on Coloured Petri Net Simulation of Scalable Business Processes 2017 4th International Conference on Electrical Engineering Computer Science and Informatics EECSI September 19 21 https: doi org 10 1109 EECSI 2017 8239121
Fauzan A C Sarno R Yaqin M A Jamal A 2018 Extracting common fragment based on behavioral similarity using transition adjacency relations for scalable business processes Proceedings of the 11th International Conference on Information and Communication Technology and System ICTS 2017 2018 Janua 131 136 https: doi org 10 1109 ICTS 2017 8265658
Klinkmuller C Weber I 2017 How Process Model Matching Techniques Use Control Flow Information Decision Support Systems 6 14 https: doi org 10 1016 j dss 2017 06 002
Peinel G Rose T 2013 Business Processes and Standard Operating Procedures : Two Coins with Similar Sides To cite this version : HAL Id : hal 01490909 12th International Conference on Electronic Government EGOV 224 236
Rahmawati D Aini L N Sarno R Fatichah C Sunaryono D 2017 Comparison of behavioral similarity use TARs and Na ve algorithm for calculating similarity in business process model Proceeding 2017 3rd International Conference on Science in Information Technology: Theory and Application of IT for Education Industry and Society in Big Data Era ICSITech 2017 2018 Janua 1 115 120 https: doi org 10 1109 ICSITech 2017 8257095
Raj A Agrawal A Prabhakar T 2013 Transformation of Business Processes into UML Models: An SBVR Approach International Journal of Scientific Engineering Research 4 7 647 661
Skersys T Tutkute L Butleris R 2012 The enrichment of BPMN business process model with SBVR business vocabulary and rules Journal of Computing and Information Technology 20 3 143 150 https: doi org 10 2498 cit 1002090
Stephanie C Sarno R 2018a Detecting Business Process Anomaly Using Graph Similarity Based on Dice Coefficient Vertex Ranking and Spearman Method 2018 International Seminar on Application for Technology of Information and Communication ISemantic Detecting 171 176
Stephanie C Sarno R 2018b Detecting Business Process Anomaly Using Graph Similarity Based on Dice Coefficient Vertex Ranking and Spearman Method In Universitas Dian Nusantara Ed International Seminar on Application for Technology of Information and Communication pp 171 176 IEEE Xplore
Tangkawarow I R H T Sarno R Fauzan A C 2018 Evaluation the Performance of Tax Determination Using Discrete Event Simulation 2018 2nd International Conference on Informatics and Computational Sciences ICICoS 1 6 https: doi org 10 1109 ICICOS 2018 8621819
Tangkawarow I R H T Waworuntu J 2016 A Comparative of business process modelling techniques IOP Conference Series: Materials Science and Engineering 128 1 16 https: doi org 10 1088 1757 899X 128 1 012010
Von Rosing M White S A Cummins F De Man H 2014 Business process model and notation BPMN In The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM Vol 1 pp 429 453 https: doi org 10 1016 B978 0 12 799959 3 00021 5
Yaqin M A Sarno R Fauzan A C 2017 Scalability Measurement of Business Process Model Using Business Processes Similarity and Complexity International Conference on Electrical Engineering Computer Science and Informatics EECSI September 19 21
