0000011270 00000 n 0000067190 00000 n 0000004736 00000 n ���>��mT`��e��A+����8/��J|�EV � �n����b�-��*q8�4[l��� '���x>�p�u�(6��id3_|�Y��׏�V���'-=m�"0��`�)���k������ ̴Y��@�N��c��'M���3E�=o�T}!��FF6���K�'6�w���I{�"�֮��WR�m��� AI's future in transportation will likely be a mix of the good with the bad. Academia.edu is a platform for academics to share research papers. 0000079607 00000 n 0000067516 00000 n 0000003096 00000 n 0000005637 00000 n The Road to Transformation: AI in the Transportation Industry. •Built AI algorithm to estimate missing capacity information •Grouped senders by AI; among others found a customer with 330+ different accounts/names Original situation Achieved situation Challenging. 0000007341 00000 n 0000000016 00000 n 0000068773 00000 n 0000511744 00000 n 0000009903 00000 n 0000002447 00000 n Many researchers have demonstrated the advantages of AI in transport. [�< ��,�2�1����X�$p*�;842* In 2017, the global market for transportation-related AI 碑���]�}]�a75 o�m���� ��:�UQłaB뼖���v���C�I�2� �*I��%��W? researching AI applications to transportation is much more modest. Greater efficiency and driver safety could come at the cost of driving jobs, as just one example. 0000079210 00000 n 0000529525 00000 n Internal diagnostics, for example, can alert users to maintenance issues, which keeps passengers safe — no blow-outs while traveling down the road at seventy miles per hour, for example — and increases the lifetime value of the vehicle. 0000002347 00000 n 0000069327 00000 n 0000011687 00000 n %PDF-1.4 %���� In such cases, the unpredictability can be aided by AI. Here's what they said: It is not a new term. %PDF-1.4 %���� 0000073953 00000 n 0000012372 00000 n 0000012551 00000 n 0000068891 00000 n The automotive industry has begun applying artificial intelligence in critical tasks such as self-driving cars, traffic management, etc. 0000018429 00000 n airlines, airports, transportation worker associations, animal health and training organizations, and a number of other special-interest organizations. 1086 30 Often, the use of advanced technologies in the transportation industry is affected by factors that are difficult to predict. 0000017764 00000 n 0000004926 00000 n 0000056014 00000 n :��O� 0000081173 00000 n ����%bV_rtJ��{���s��a�l۷��W(:����k��~n�9{LN�C��$� �nj��9�#�C�f�KP|-�E/!�Β]���a���i �*�>19,K�&�����aŖ&����8S�� �V�� Our interest is primarily to utilize the tools and methods that the AI community has developed to address real transportation problems that have been quite challenging to solve using traditional and classical solution methods. <]/Prev 1040102/XRefStm 2347>> Perhaps at times, but the transportation industry is not known for shying away from innovation and adaptation. 0000004144 00000 n xref 0000016983 00000 n startxref Preprocess data • cleanse and disaggregate pieces/volume/weight • Remove unnecessary rows • Ensure one row=one piece 4. hތUkLW���,�e��u��A��WF!�U,�T��B�Z��Њ�M� 0000002100 00000 n This AI-driven transportation revolution is expected to make our roadways safer, ease traffic congestions, make our transportation systems more efficient and make transportation more enjoyable. 0000001456 00000 n AI is disrupting many industries, and its impact could be felt across the transport sector. 0000000016 00000 n Below we’ll discuss five use cases of AI in logistics as well as examples of the companies that use AI in the supply chain. SECTION II: AI BY DOMAIN 18 Transportation 18 Home/Service Robots 24 Healthcare 25 Education 31 Low-resource Communities 35 Public Safety and Security 36 Employment and Workplace 38 Entertainment 40 SECTION III: PROSPECTS AND RECOMMENDATIONS FOR AI PUBLIC POLICY 42 AI Policy, Now and in the Future 42 APPENDIX I: A SHORT HISTORY OF AI 50. How AI can help transportation: Transportation problems arise when system behavior is too difficult to model according to a predictable pattern, affected by things like traffic, human errors, or accidents. Location: Chicago, Illinois How it’s using AI in supply chain and logistics: Transportation management company Echo uses AI to provide supply chain solutions that optimize transportation and logistics needs so customers can ship their goods quickly, securely and cost effectively. 0000553627 00000 n AI uses observed data to make or even predict decisions appropriately. 0000067260 00000 n 0000043304 00000 n 0000067654 00000 n �\����o�#v����ּb��dk\���+|�_ˊ�����h��p��|�X>`h8�+Ʀ��idlX36���Cf����xw�2�qy�� i=������{�t�J�K=**{�!�dc�]IA����.��{'��W�dZY՛f P�.�:P��a�̿�[�I��Ϝ�0��鹠�sAY����t�\���T�x‡�%�q�ᘤT~̛�A�U]8CWhf���ʪ�PH}KT*���~H��-O������Q�n9�w���|�D�\��R�p,����֥��_1�r{���B.݂y}V}UH:�!j��Y�8�����=�c�%�ujT]�T� AI/ML is generally deployed in transportation collaboratively because a variety of technology or data inputs from different parties are required. Cumbersome and traditional? 0000014542 00000 n In such cases, the unpredictability can be aided by AI. 0000017677 00000 n 31 6. ���;��˧eO�&=o��SZ�����G��a�K����á��YU�c��tl��5�=�5�O��ÐU+I/E��&�Z�ڨK���U�s���27�?��I�PЯ���:@�6�w�UҾ���ZO6Of�����'�;O)K��.>�����ūr��X��>C���$-�+�+�+�+�+�+%5�2�{!�G�#��x�!��G�#�z"�D�y��?���!���989898��yxyx��+jW�T�T�T�T�T�T֮�]u���Y��v��C�����r�vE�ʽP���J>(}P���A���F~����o�7�� �F~����o�7�� �Ff��}���&L�#��8/�O=����Sr��QCjS���:E��{7�/�K�pf� �N&F endstream endobj 533 0 obj <> endobj 534 0 obj <> endobj 535 0 obj <> endobj 536 0 obj <> endobj 537 0 obj <>stream 0000013957 00000 n 0 0000067089 00000 n transportation system; therefore, AI methods can be presented as a smart solution for such complex. 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