Електронний науковий архів Науково-технічної бібліотеки Національного університету "Львівська політехніка": Computational linguistics and intelligent systems.

Computational linguistics and intelligent systems. – 2020 р. : [100] Collection home page

Періодичне видання за матеріалами конференції

It is our pleasure to present you the proceedings of the Workshop Conference of COLINS 2020, the fourth edition of the International Conference on Computational Linguistics and Intelligent Systems, held in Lviv (Ukraine) on April 23-24, 2020. The main purpose of the CoLInS conference is a discussion of the recent research results in all areas of Natural Language Processing and Intelligent Systems Development.

Computational linguistics and intelligent systems. – Lviv : Lviv Politechnic Publishing House, 2020. – Volume 2 : Proceedings of the 4nd International conference, COLINS 2020. Workshop, Lviv, Ukraine April 23-24, 2020. – 432 p.

Зміст

1. Title page to "Computational Linguistics and Intelligent Systems"	1
2. Content	12
KEYNOTE SPEAKERS TALKS
3.	20
4. Lytvyn V., Oborska O., Vysotska V., Dosyn D., Demchuk A., Burov Y., Kravets P., Oleksiv N. Problems of Ontology Structure and Meaning Optimization and Theirs Solution Methods	21
5. Kutyuk O., Lytvyn V., Oborska O., Vysotska V., Dosyn D., Demchuk A., Burov Y., Kravets P. Intelligent System Development of Distant Matrix Analysis for Recruitment in the IT Sector	41
MAIN COLINS CONFERENCE TRACKS
6.	79
COMPUTATIONAL LINGUISTICS
7.	80
8. Tymoshenko K., Vysotska V. Algorithm of Text Recognizing in Ukrainian on the Video Mode	81
9. Zdebska T., Andrunyk V., Kempnyk R., Chyhura V. Optical Character Recognition	90
10. Voytiv M. Natural Language Processing for CRM Friendly Interface	101
11. Hnativ T. Elasticsearch as Search Engine for User System	114
12. Martyn O. Architectural Patterns in Front-End Development	125
INTELLIGENT SYSTEMS
13.	134
14. Ivantyshyn D., Katrenko A. Information System for Investigation Solar Activity	135
15. Rudchick I., Basyuk T. The Object Recognition System in the Video Stream	141
16. Sarakhman K. Automated Analysis and Detection of Optimal Number of Buses on the Route Depending on Hours and Type of Day	145
17. Pliasun B. A Sensor of Solar Panels Imitation	149
18. Khavrenko A. Virtual Assistant for Monitoring Health Indicators	153
19. Bochanova I., Vasyliuk A. Project of Hotel Information Management System	156
20. Mahis O. Application of the Method of Hierarchy Analysis for Decision Making in Conditions of Definition	163
21. Horbova M., Andrunyk V. Development of Virtual Reality Platform for Teaching Children with Special Needs	170
22. Supruniuk K., Andrunyk V. Design of AR interface for Learning Students with Special Needs	178
23. Yaloveha O., Andrunyk V. Development of Information System for Monitoring the Emotional State of a Student with Special Needs	184
24. Perkhun B. Intellectual System for Rendering Transportation Services	191
25. Zdebska T., Andrunyk V., Kempnyk R., Chyhura V. System for Analysis of Determining the Level of Professional Training of the Student	200
26. Kleban K., Andrunyk V., Kempnyk R., Chyhura V. Analytical Service for Choosing a Medical Drug	208
27. Student Section	222
28. Bratus T., Tyshchuk J. On the Problem of Automatic Transformation of the Sentence	223
29. Chervatiuk Y., Borysova N., Melnyk K. To the Problem of Creating Software to Determine the Level of Fluency of German	225
30. Shepeliev O., Bilova M. State Estimation of Forest condition in the Event of Fire, Based on Satellite Image Processing	228
31. Zayd K., Orobinska O. Construction and Analysis of Berber Text Corpus	230
32. Kupchenko A., Kupriianov Y. Noun Inflectional System of Interslavic Language	232
33. Litvichenko D., Kochueva Z. Creating a Neural Network for Isolated Words Recognition	234
34. Mosinyan A., Petrasova S. Using a Distributional Semantic Model for Collocation Identification	236
35. Polityuk A., Orobinska O. Semantic Similarity Detection in a Single Text	238
36. Razno M., Khairova N. Using NLP Python Tools in Methods of Content Analysis	240
37. Rozhko D., Sharonova N. The Formation of Ukrainian Terminological Lexicon in the Sphere of Physical Research	243
38. Sliusarieva Y., Borysova N., Melnyk K. An Overview of Existing Automated Methods Definition of the Author of the Written Text Identification Characteristics	245
39. Zhernovnikova A., Kochueva Z. The Relevance of Using Hidden Markov Chains in Solving the Problem of Removing Homonymy	248
40. Bodnia Y., Kozulia M. Handwriting Recognition Methods and Approaches	251
41. Lelykova A., Vasyliuk A. Information System of Online Pet Shelter	254
42. Ben A., Burov Y., Zavushchak I. Intelligent Decision Support Services Gas	258
43. Butsa Y., Shestakevych T., Rybchak Z., Makar O. Electronic Portfolio	260
44. Vavrykiv Y., Burov Y., Zavushchak I. Intelligent System for the Sportsmen Preparation Mode Formation	262
45. Vasyliuk V., Shestakevych T. Information System of Thematic Apperceptive Testing	264
46. Velychko K., Shestakevych T. The Information Systems Project of Languages Foreign (Optional) for Students	266
47. Havryliv R., Kunanets N. The Dental Clinic Computerization	268
48. Hud O., Veres O. The Project Management Information System in Linux	270
49. Dyuh S., Veres O. Information Technology for Data Selection in Natural Language	274
50. Dyachuk A., Berko A., Matseliukh Y. Intellectual System of Management of the Dealer's Network of Ecological Vehicle Transport	280
51. Zhydyk R., YaroslavLis , Rybchak Z., Makar O. The System of Support of Decision-Making Forming Individual Educational Plans	281
52. Zhuravel O., Veres O. The Design of an Information System for Tracking the Internal Functioning of the Educational Process	283
53. Zaluzhnyi T., Basyuk T., Brylinska K. Decision Support System for Verification of Web Interfaces	286
54. Zdebskyi P., Kempnyk R., Chyhura V. Semantically Similar Sentences Identification and Generating Methods	291
55. Ivaniv R., Katrenko A., Yavorska T. Intelligent Decision Support of Making Decisions in Ophthalmology	294
56. Klynchyk Y., Khudyi A., Rybchak Z., Makar I. Information System for Forecasting Basketball Match	297
57. Kondratenko O., Katrenko A. Intelligent Decision Support in Situations of Conflict	299
58. Kopach B., Basyuk T., Burmai E. Intellectual System for Voice Control of Computer	301
59. Kopot S., Ryshkovets Y., Burmai E. Intelligent System for the Choice of Leisure	303
60. Krot I., Shestakevych T. Customized Selection of Cosmetic Products	305
61. Kubik R., Kempnyk R., Chyhura V. Process for Forming List of Songs Under User's Needs	307
62. Kunanets O., Vasyliuk A. Creation of the Blood Donation Recommendation System	309
63. Kurilyak O., Kis Y., Matseliukh Y. The Information System Project is the Organization of International Passenger Transportation	313
64. Lopotyak R., Burov Y., Makar I. Intelligent Health Care Information System	315
65. Lutyuk O., Basyuk T., Yavorska T. Heart Disease Monitoring System Built on the Internet of Things	319
66. Makara S., Kempnyk R., Chyhura V. The Formation of Symptomatic Medicine Recommendations on the Basis of ML Technology	323
67. Malesh P., Lytvyn V., Rybchak Z. Intellectual System of Analysis and Forecasting of Road Condition	327
68. Malynowskyi T., Demchuk A., Brylinska K. Organization of the Bookchapter Process	330
69. Malytskyi A., Kis Y., Zavushchak I. Intellectual System for Promoting Online Resources	333
70. Martyanov D., Berko A., Oleksiv N. Intellectual Customer Loyalty System of Shopping Network	337
71. Mykytin N., Lozytskyi O., Oleksiv N. Analysis of Game Process Information Flows	341
72. Moroz A., Vasyliuk A., Makar O. Intelligent System for Personalized Audio Content Selection	344
73. Natalchuk S., Kis Y., Brylinska K. Online Reservation System Project	347
74. Nyzhnyk O., Burov Y., Zavushchak I. Intelligent Climate Control System in Office Space	349
75. Perkhun B., Kis Y., Rybchak Z., Makar I., Matseliukh Y. Information System for the Provision of Motor Transport Services	352
76. Poronyuk V., Kis Y., Kravchenko H. Intelligent Computer Accounting System	355
77. Puzankova V., Veres O. Information System for Processing of Job Search Results	358
78. Ratalskyi D., Prodaniuk M., Brylinska K. Intellectual System for Recommending Visits to the Sights of Halychyna	360
79. Roshko P., Prodaniuk M., Oleksiv N. Intellectual System of Recommendation on the Selection of the Food Object	362
80. Spivakov Y., Khudyi A., Oleksiv N. Intellectually System of Notification	364
81. Supyk R., Kis Y., Batiuk T. Intellectual System for Analytical Data of Patients	366
82. Susulovskyi T., Shcherbak S., Kravchenko H. The Dynamics of Taking Over the First Mobile Devices Among Young People and Relating to Success in the Child's Educational Process	371
83. Tataryn B., Basyuk T., Batiuk T. Intellectual System Backup and Encrypt Information	375
84. Khodan M., Kempnyk R., Chyhura V. Intelligent System Prediction of Personal Expenses Users Based on Machine Learning Technology	376
85. Chenka M., Shestakevych T. Model of Information System Aimed at Increasing Social Activity	381
86. Shostal D., Vasyliuk A. Information System for Online Monitoring Vaccinated Against a Specific Disease	384
87. Yavir M., Kempnyk R., Chyhura V. Intellectual System for Learning Foreign Language	388
88. Stepura N., Vasyliuk A., Makar I. Software for Projecting Bitcoin Course by Artificial Neural Network Methods	390
89. Denisevych V., Kis Y., Matseliukh Y. The Project of Information System on Bicycle Rental	392
90. Deineko L., Mykich K., Makar O. The Project of Information System of Hiking Routes	395
91. Michalko Y., Mykich K., Sadova M. Online Transfer Status Information System in Sports	398
92. Nagorna D., Prodaniuk M., Batiuk T. Intellectual System for Providing Lviv Tourist Information About UNESCO Buildings	400
93. Zhmurkevych O. Information System for Support of Family Physician Work	403
94. Bilinets N. Geoinformation System for the Organization of Recreational Fishing	408
95. Boiko D. Using of Natural Language Processing in Chatbot	410
96. Voloshyn A., Vasyliuk A. The Information System Design for Flowers Boutique Activity	416
97. Trush T. System for the Analysis of a Customer Bank Transaction	419
98. Kovalko N. Information System for Searching Music Tracks on the Internet	422
99. Sarakhman K., Kempnyk R., Chyhura V. Object Detection and Descriptive Analytics	425
100. Sarakhman K., Kempnyk R., Chyhura V. ChatBot using NLP	429

Content (Vol. 2 : Proceedings of the 4nd International conference, COLINS 2020. Workshop, Lviv, Ukraine April 23-24, 2020)

1. Title page to "Computational Linguistics and Intelligent Systems"	1
2. Content	12
KEYNOTE SPEAKERS TALKS
3.	20
4. Lytvyn V., Oborska O., Vysotska V., Dosyn D., Demchuk A., Burov Y., Kravets P., Oleksiv N. Problems of Ontology Structure and Meaning Optimization and Theirs Solution Methods	21
5. Kutyuk O., Lytvyn V., Oborska O., Vysotska V., Dosyn D., Demchuk A., Burov Y., Kravets P. Intelligent System Development of Distant Matrix Analysis for Recruitment in the IT Sector	41
MAIN COLINS CONFERENCE TRACKS
6.	79
COMPUTATIONAL LINGUISTICS
7.	80
8. Tymoshenko K., Vysotska V. Algorithm of Text Recognizing in Ukrainian on the Video Mode	81
9. Zdebska T., Andrunyk V., Kempnyk R., Chyhura V. Optical Character Recognition	90
10. Voytiv M. Natural Language Processing for CRM Friendly Interface	101
11. Hnativ T. Elasticsearch as Search Engine for User System	114
12. Martyn O. Architectural Patterns in Front-End Development	125
INTELLIGENT SYSTEMS
13.	134
14. Ivantyshyn D., Katrenko A. Information System for Investigation Solar Activity	135
15. Rudchick I., Basyuk T. The Object Recognition System in the Video Stream	141
16. Sarakhman K. Automated Analysis and Detection of Optimal Number of Buses on the Route Depending on Hours and Type of Day	145
17. Pliasun B. A Sensor of Solar Panels Imitation	149
18. Khavrenko A. Virtual Assistant for Monitoring Health Indicators	153
19. Bochanova I., Vasyliuk A. Project of Hotel Information Management System	156
20. Mahis O. Application of the Method of Hierarchy Analysis for Decision Making in Conditions of Definition	163
21. Horbova M., Andrunyk V. Development of Virtual Reality Platform for Teaching Children with Special Needs	170
22. Supruniuk K., Andrunyk V. Design of AR interface for Learning Students with Special Needs	178
23. Yaloveha O., Andrunyk V. Development of Information System for Monitoring the Emotional State of a Student with Special Needs	184
24. Perkhun B. Intellectual System for Rendering Transportation Services	191
25. Zdebska T., Andrunyk V., Kempnyk R., Chyhura V. System for Analysis of Determining the Level of Professional Training of the Student	200
26. Kleban K., Andrunyk V., Kempnyk R., Chyhura V. Analytical Service for Choosing a Medical Drug	208
27. Student Section	222
28. Bratus T., Tyshchuk J. On the Problem of Automatic Transformation of the Sentence	223
29. Chervatiuk Y., Borysova N., Melnyk K. To the Problem of Creating Software to Determine the Level of Fluency of German	225
30. Shepeliev O., Bilova M. State Estimation of Forest condition in the Event of Fire, Based on Satellite Image Processing	228
31. Zayd K., Orobinska O. Construction and Analysis of Berber Text Corpus	230
32. Kupchenko A., Kupriianov Y. Noun Inflectional System of Interslavic Language	232
33. Litvichenko D., Kochueva Z. Creating a Neural Network for Isolated Words Recognition	234
34. Mosinyan A., Petrasova S. Using a Distributional Semantic Model for Collocation Identification	236
35. Polityuk A., Orobinska O. Semantic Similarity Detection in a Single Text	238
36. Razno M., Khairova N. Using NLP Python Tools in Methods of Content Analysis	240
37. Rozhko D., Sharonova N. The Formation of Ukrainian Terminological Lexicon in the Sphere of Physical Research	243
38. Sliusarieva Y., Borysova N., Melnyk K. An Overview of Existing Automated Methods Definition of the Author of the Written Text Identification Characteristics	245
39. Zhernovnikova A., Kochueva Z. The Relevance of Using Hidden Markov Chains in Solving the Problem of Removing Homonymy	248
40. Bodnia Y., Kozulia M. Handwriting Recognition Methods and Approaches	251
41. Lelykova A., Vasyliuk A. Information System of Online Pet Shelter	254
42. Ben A., Burov Y., Zavushchak I. Intelligent Decision Support Services Gas	258
43. Butsa Y., Shestakevych T., Rybchak Z., Makar O. Electronic Portfolio	260
44. Vavrykiv Y., Burov Y., Zavushchak I. Intelligent System for the Sportsmen Preparation Mode Formation	262
45. Vasyliuk V., Shestakevych T. Information System of Thematic Apperceptive Testing	264
46. Velychko K., Shestakevych T. The Information Systems Project of Languages Foreign (Optional) for Students	266
47. Havryliv R., Kunanets N. The Dental Clinic Computerization	268
48. Hud O., Veres O. The Project Management Information System in Linux	270
49. Dyuh S., Veres O. Information Technology for Data Selection in Natural Language	274
50. Dyachuk A., Berko A., Matseliukh Y. Intellectual System of Management of the Dealer's Network of Ecological Vehicle Transport	280
51. Zhydyk R., YaroslavLis , Rybchak Z., Makar O. The System of Support of Decision-Making Forming Individual Educational Plans	281
52. Zhuravel O., Veres O. The Design of an Information System for Tracking the Internal Functioning of the Educational Process	283
53. Zaluzhnyi T., Basyuk T., Brylinska K. Decision Support System for Verification of Web Interfaces	286
54. Zdebskyi P., Kempnyk R., Chyhura V. Semantically Similar Sentences Identification and Generating Methods	291
55. Ivaniv R., Katrenko A., Yavorska T. Intelligent Decision Support of Making Decisions in Ophthalmology	294
56. Klynchyk Y., Khudyi A., Rybchak Z., Makar I. Information System for Forecasting Basketball Match	297
57. Kondratenko O., Katrenko A. Intelligent Decision Support in Situations of Conflict	299
58. Kopach B., Basyuk T., Burmai E. Intellectual System for Voice Control of Computer	301
59. Kopot S., Ryshkovets Y., Burmai E. Intelligent System for the Choice of Leisure	303
60. Krot I., Shestakevych T. Customized Selection of Cosmetic Products	305
61. Kubik R., Kempnyk R., Chyhura V. Process for Forming List of Songs Under User's Needs	307
62. Kunanets O., Vasyliuk A. Creation of the Blood Donation Recommendation System	309
63. Kurilyak O., Kis Y., Matseliukh Y. The Information System Project is the Organization of International Passenger Transportation	313
64. Lopotyak R., Burov Y., Makar I. Intelligent Health Care Information System	315
65. Lutyuk O., Basyuk T., Yavorska T. Heart Disease Monitoring System Built on the Internet of Things	319
66. Makara S., Kempnyk R., Chyhura V. The Formation of Symptomatic Medicine Recommendations on the Basis of ML Technology	323
67. Malesh P., Lytvyn V., Rybchak Z. Intellectual System of Analysis and Forecasting of Road Condition	327
68. Malynowskyi T., Demchuk A., Brylinska K. Organization of the Bookchapter Process	330
69. Malytskyi A., Kis Y., Zavushchak I. Intellectual System for Promoting Online Resources	333
70. Martyanov D., Berko A., Oleksiv N. Intellectual Customer Loyalty System of Shopping Network	337
71. Mykytin N., Lozytskyi O., Oleksiv N. Analysis of Game Process Information Flows	341
72. Moroz A., Vasyliuk A., Makar O. Intelligent System for Personalized Audio Content Selection	344
73. Natalchuk S., Kis Y., Brylinska K. Online Reservation System Project	347
74. Nyzhnyk O., Burov Y., Zavushchak I. Intelligent Climate Control System in Office Space	349
75. Perkhun B., Kis Y., Rybchak Z., Makar I., Matseliukh Y. Information System for the Provision of Motor Transport Services	352
76. Poronyuk V., Kis Y., Kravchenko H. Intelligent Computer Accounting System	355
77. Puzankova V., Veres O. Information System for Processing of Job Search Results	358
78. Ratalskyi D., Prodaniuk M., Brylinska K. Intellectual System for Recommending Visits to the Sights of Halychyna	360
79. Roshko P., Prodaniuk M., Oleksiv N. Intellectual System of Recommendation on the Selection of the Food Object	362
80. Spivakov Y., Khudyi A., Oleksiv N. Intellectually System of Notification	364
81. Supyk R., Kis Y., Batiuk T. Intellectual System for Analytical Data of Patients	366
82. Susulovskyi T., Shcherbak S., Kravchenko H. The Dynamics of Taking Over the First Mobile Devices Among Young People and Relating to Success in the Child's Educational Process	371
83. Tataryn B., Basyuk T., Batiuk T. Intellectual System Backup and Encrypt Information	375
84. Khodan M., Kempnyk R., Chyhura V. Intelligent System Prediction of Personal Expenses Users Based on Machine Learning Technology	376
85. Chenka M., Shestakevych T. Model of Information System Aimed at Increasing Social Activity	381
86. Shostal D., Vasyliuk A. Information System for Online Monitoring Vaccinated Against a Specific Disease	384
87. Yavir M., Kempnyk R., Chyhura V. Intellectual System for Learning Foreign Language	388
88. Stepura N., Vasyliuk A., Makar I. Software for Projecting Bitcoin Course by Artificial Neural Network Methods	390
89. Denisevych V., Kis Y., Matseliukh Y. The Project of Information System on Bicycle Rental	392
90. Deineko L., Mykich K., Makar O. The Project of Information System of Hiking Routes	395
91. Michalko Y., Mykich K., Sadova M. Online Transfer Status Information System in Sports	398
92. Nagorna D., Prodaniuk M., Batiuk T. Intellectual System for Providing Lviv Tourist Information About UNESCO Buildings	400
93. Zhmurkevych O. Information System for Support of Family Physician Work	403
94. Bilinets N. Geoinformation System for the Organization of Recreational Fishing	408
95. Boiko D. Using of Natural Language Processing in Chatbot	410
96. Voloshyn A., Vasyliuk A. The Information System Design for Flowers Boutique Activity	416
97. Trush T. System for the Analysis of a Customer Bank Transaction	419
98. Kovalko N. Information System for Searching Music Tracks on the Internet	422
99. Sarakhman K., Kempnyk R., Chyhura V. Object Detection and Descriptive Analytics	425
100. Sarakhman K., Kempnyk R., Chyhura V. ChatBot using NLP	429

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Issue Date	Title	Author(s)	Type	Issue Date	Title	Author(s)
23-Apr-2020	Object Detection and Descriptive Analytics	Sarakhman, Khrystyna; Kempnyk, Roman; Chyhura, Vladyslav; Lviv Polytechnic National University	Article	23-Apr-2020	Object Detection and Descriptive Analytics	Sarakhman, Khrystyna; Kempnyk, Roman; Chyhura, Vladyslav
23-Apr-2020	Information System for Searching Music Tracks on the Internet	Kovalko, Nazarii; Lviv Polytechnic National University	Article	23-Apr-2020	Information System for Searching Music Tracks on the Internet	Kovalko, Nazarii
23-Apr-2020	System for the Analysis of a Customer Bank Transaction	Trush, Taras; Lviv Polytechnic National University	Article	23-Apr-2020	System for the Analysis of a Customer Bank Transaction	Trush, Taras
23-Apr-2020	The Information System Design for Flowers Boutique Activity	Voloshyn, Anna; Vasyliuk, Andrii; Lviv Polytechnic National University	Article	23-Apr-2020	The Information System Design for Flowers Boutique Activity	Voloshyn, Anna; Vasyliuk, Andrii
23-Apr-2020	Using of Natural Language Processing in Chatbot	Boiko, Denys; Lviv Polytechnic National University	Article	23-Apr-2020	Using of Natural Language Processing in Chatbot	Boiko, Denys
23-Apr-2020	Information System for Support of Family Physician Work	Zhmurkevych, Orest; Lviv Polytechnic National University	Article	23-Apr-2020	Information System for Support of Family Physician Work	Zhmurkevych, Orest
23-Apr-2020	Geoinformation System for the Organization of Recreational Fishing	Bilinets, Nazar; Lviv Polytechnic National University	Article	23-Apr-2020	Geoinformation System for the Organization of Recreational Fishing	Bilinets, Nazar
23-Apr-2020	Intellectual System for Providing Lviv Tourist Information About UNESCO Buildings	Nagorna, Diana-Yuliya; Prodaniuk, Mykola; Batiuk, Taras; Lviv Polytechnic National University	Article	23-Apr-2020	Intellectual System for Providing Lviv Tourist Information About UNESCO Buildings	Nagorna, Diana-Yuliya; Prodaniuk, Mykola; Batiuk, Taras
23-Apr-2020	The Project of Information System of Hiking Routes	Deineko, Lev; Mykich, Khrytyna; Makar, Olga; Lviv Polytechnic National University	Article	23-Apr-2020	The Project of Information System of Hiking Routes	Deineko, Lev; Mykich, Khrytyna; Makar, Olga
23-Apr-2020	Online Transfer Status Information System in Sports	Michalko, Yaroslav; Mykich, Khrystyna; Sadova, Mariia; Lviv Polytechnic National University	Article	23-Apr-2020	Online Transfer Status Information System in Sports	Michalko, Yaroslav; Mykich, Khrystyna; Sadova, Mariia
23-Apr-2020	Optical Character Recognition	Zdebska, Tetyana; Andrunyk, Vasyl; Kempnyk, Roman; Chyhura, Vladyslav; Lviv Polytechnic National University	Article	23-Apr-2020	Optical Character Recognition	Zdebska, Tetyana; Andrunyk, Vasyl; Kempnyk, Roman; Chyhura, Vladyslav
23-Apr-2020	The Project of Information System on Bicycle Rental	Denisevych, Vadym; Kis, Yaroslav; Matseliukh, Yurii; Lviv Polytechnic National University	Article	23-Apr-2020	The Project of Information System on Bicycle Rental	Denisevych, Vadym; Kis, Yaroslav; Matseliukh, Yurii
23-Apr-2020	Intellectual System for Learning Foreign Language	Yavir, Maksym; Kempnyk, Roman; Chyhura, Vladyslav; Lviv Polytechnic National University	Article	23-Apr-2020	Intellectual System for Learning Foreign Language	Yavir, Maksym; Kempnyk, Roman; Chyhura, Vladyslav
23-Apr-2020	Software for Projecting Bitcoin Course by Artificial Neural Network Methods	Stepura, Nataliya; Vasyliuk, Andrii; Makar, Iryna; Lviv Polytechnic National University	Article	23-Apr-2020	Software for Projecting Bitcoin Course by Artificial Neural Network Methods	Stepura, Nataliya; Vasyliuk, Andrii; Makar, Iryna
23-Apr-2020	Information System for Online Monitoring Vaccinated Against a Specific Disease	Shostal, Diana; Vasyliuk, Andrii; Lviv Polytechnic National University	Article	23-Apr-2020	Information System for Online Monitoring Vaccinated Against a Specific Disease	Shostal, Diana; Vasyliuk, Andrii
23-Apr-2020	Model of Information System Aimed at Increasing Social Activity	Chenka, Mariyana; Shestakevych, Tetiana; Lviv Polytechnic National University	Article	23-Apr-2020	Model of Information System Aimed at Increasing Social Activity	Chenka, Mariyana; Shestakevych, Tetiana
23-Apr-2020	Intelligent System Prediction of Personal Expenses Users Based on Machine Learning Technology	Khodan, Mykola; Kempnyk, Roman; Chyhura, Vladyslav; Lviv Polytechnic National University	Article	23-Apr-2020	Intelligent System Prediction of Personal Expenses Users Based on Machine Learning Technology	Khodan, Mykola; Kempnyk, Roman; Chyhura, Vladyslav
23-Apr-2020	Intellectual System Backup and Encrypt Information	Tataryn, Bohdan; Basyuk, Taras; Batiuk, Taras; Lviv Polytechnic National University	Article	23-Apr-2020	Intellectual System Backup and Encrypt Information	Tataryn, Bohdan; Basyuk, Taras; Batiuk, Taras
23-Apr-2020	The Dynamics of Taking Over the First Mobile Devices Among Young People and Relating to Success in the Child's Educational Process	Susulovskyi, Taras; Shcherbak, Sergiy; Kravchenko, Hanna; Lviv Polytechnic National University	Article	23-Apr-2020	The Dynamics of Taking Over the First Mobile Devices Among Young People and Relating to Success in the Child's Educational Process	Susulovskyi, Taras; Shcherbak, Sergiy; Kravchenko, Hanna
23-Apr-2020	Intellectual System for Analytical Data of Patients	Supyk, Roman; Kis, Yaroslav; Batiuk, Taras; Lviv Polytechnic National University	Article	23-Apr-2020	Intellectual System for Analytical Data of Patients	Supyk, Roman; Kis, Yaroslav; Batiuk, Taras

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