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Travel Behavior Characteristics Analysis Technology Based on Mobile Phone Location Data: Methodology and Empirical Research
by Fei Yang Zhenxing YaoThis book is devoted to the technology and methodology of individual travel behavior analysis and refined travel information extraction. Traditional resident trip surveys are characterized by many shortcomings, such as subjective memory errors, difficulty in organization and high cost. Therefore, in this book, a set of refined extraction and analysis techniques for individual travel activities is proposed. It provides a solid foundation for the optimization and reconstruction of traffic theoretical models, urban traffic planning, management and decision-making. This book helps traffic engineering researchers, traffic engineering technicians and traffic industry managers understand the difficulties and challenges faced by transportation big data. Additionally, it helps them adapt to changes in traffic demand and the technological environment to achieve theoretical innovation and technological reform.
Travel Photography In A Day For Dummies (In A Day For Dummies)
by Serge TimacheffTake better travel shots on your next vacation with this terrific, 100-page e-book! From pro to hobbyist, from short weekends to dream vacations, every photographer wants to be able to capture memorable and compelling travel photos. Now you can hit the road with this fast-paced, In A Day For Dummies e-book that really zeros in on how to best capture eye-popping travel photos. Find out how to set your camera, make adjustments on the fly, prepare for all kinds of light--even get great shots with your smartphone. You'll go through this handy e-book in a day, and capture photos for a lifetime. Focuses on techniques for capturing fantastic travel photos, no matter where you are or what kind of camera Covers setting the camera for the shot, making adjustments on the fly, lighting and composition, using a smartphone camera, and editing and sharing your photos Includes a "Beyond the book" online component, where you can find step-by-step tutorials, videos, and a bonus lesson on creating a high-dynamic range travel photo Online extras also include a photo book, how to make money selling your photos, and a gallery of unique travel photos to inspire you Get Travel Photography In A Day For Dummies, grab your camera, and hit the road!
Traveller, Nomadic and Migrant Education (Routledge Research in Education)
by Patrick Danaher Máirín Kenny Judith LederTraveller, Nomadic and Migrant Education presents international accounts of approaches to educating mobile communities such as circus and fairground people, herders, hunters, Roma and Travellers. The chapters focus on three key dimensions of educational change: the client group moving from school to school; those schools having their demographics changed and seeking to change the mobile learners; and these learners contributing to fundamental change to the nature of schooling. The book brings together decades of research into the challenges and opportunities presented by mobile learners interacting with educational systems predicated on fixed residence. It identifies several obstacles to those learners receiving an equitable education, including negative stereotypes and centuries-old prejudice. Yet the book also explores a number of educational innovations that bring mobility and schooling together, ranging from specialised literacy programs and distance and online education to mobile schools and specially trained teachers. These innovations allow us to think differently about how education can and should be, for mobile and non-mobile learners alike.
Traversals: The Use of Preservation for Early Electronic Writing (The\mit Press Ser.)
by Stuart Moulthrop Dene GrigarAn exercise in reclaiming electronic literary works on inaccessible platforms, examining four works as both artifacts and operations.Many pioneering works of electronic literature are now largely inaccessible because of changes in hardware, software, and platforms. The virtual disappearance of these works—created on floppy disks, in Apple's defunct HyperCard, and on other early systems and platforms—not only puts important electronic literary work out of reach but also signals the fragility of most works of culture in the digital age. In response, Dene Grigar and Stuart Moulthrop have been working to document and preserve electronic literature, work that has culminated in the Pathfinders project and its series of “Traversals”—video and audio recordings of demonstrations performed on historically appropriate platforms, with participation and commentary by the authors of the works. In Traversals, Moulthrop and Grigar mine this material to examine four influential early works: Judy Malloy's Uncle Roger (1986), John McDaid's Uncle Buddy's Phantom Funhouse (1993), Shelley Jackson's Patchwork Girl (1995) and Bill Bly's We Descend (1997), offering “deep readings” that consider the works as both literary artifacts and computational constructs. For each work, Moulthrop and Grigar explore the interplay between the text's material circumstances and the patterns of meaning it engages and creates, paying attention both to specificities of media and purposes of expression.
Traversing Old and New Literacies: The Undead Book and Other Assemblages
by Sue NicholsThis book re-examines the field of New Literacy Studies and promotes a shift away from binary constructions of literacies as 'old' or 'new' and to encourage critical reflection on the part of readers as to the uses of these constructs. First, the book examines the entanglement of pasts, presents and futures in contemporary literacy practices. Second, it considers representations of literacies as actors, having their own power and consequences. Third, it critically examines the place of 'new' and 'old' literacies in a marketplace in which social, economic and political power advantage is contested. The book demonstrates the use of assemblage theory drawing on semiotics, geo-semiotics and Actor Network Theory for analyzing literacies as assemblages. It provides readers with tools of analysis with which to interrogate claims made for the value of literacy, innovations and traditions alike. It also discusses implications for literacy policy, curriculum, teacher education and research.
Treacherous Play (Playful Thinking)
by Marcus CarterThe ethics and experience of &“treacherous play&”: an exploration of three games that allow deception and betrayal—EVE Online, DayZ, and Survivor.Deception and betrayal in gameplay are generally considered off-limits, designed out of most multiplayer games. There are a few games, however, in which deception and betrayal are allowed, and even encouraged. In Treacherous Play, Marcus Carter explores the ethics and experience of playing such games, offering detailed explorations of three games in which this kind of &“dark play&” is both lawful and advantageous: EVE Online, DayZ, and the television series Survivor. Examining aspects of games that are often hidden, ignored, or designed away, Carter shows the appeal of playing treacherously. Carter looks at EVE Online&’s notorious scammers and spies, drawing on his own extensive studies of them, and describes how treacherous play makes EVE successful. Making a distinction between treacherous play and griefing or trolling, he examines the experiences of DayZ players to show how negative experiences can be positive in games, and a core part of their appeal. And he explains how in Survivor&’s tribal council votes, a player&’s acts of betrayal can exact a cost. Then, considering these games in terms of their design, he discusses how to design for treacherous play. Carter&’s account challenges the common assumptions that treacherous play is unethical, antisocial, and engaged in by bad people. He doesn&’t claim that more games should feature treachery, but that examining this kind of play sheds new light on what play can be.
Tree-Based Convolutional Neural Networks: Principles and Applications (SpringerBriefs in Computer Science)
by Zhi Jin Lili MouThis book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. TBCNNsare related to existing convolutional neural networks (CNNs) and recursive neural networks (RNNs), but they combine the merits of both: thanks to their short propagation path, they are as efficient in learning as CNNs; yet they are also as structure-sensitive as RNNs. In this book, readers will also find a comprehensive literature review of related work, detailed descriptions of TBCNNs and their variants, and experiments applied to program analysis and natural language processing tasks. It is also an enjoyable read for all those with a general interest in deep learning.
Tree-Based Methods for Statistical Learning in R (Chapman & Hall/CRC Data Science Series)
by Brandon M. GreenwellTree-based Methods for Statistical Learning in R provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book brings several different tree algorithms into focus, both conventional and contemporary. Building a strong foundation for how individual decision trees work will help readers better understand tree-based ensembles at a deeper level, which lie at the cutting edge of modern statistical and machine learning methodology. The book follows up most ideas and mathematical concepts with code-based examples in the R statistical language; with an emphasis on using as few external packages as possible. For example, users will be exposed to writing their own random forest and gradient tree boosting functions using simple for loops and basic tree fitting software (like rpart and party/partykit), and more. The core chapters also end with a detailed section on relevant software in both R and other opensource alternatives (e.g., Python, Spark, and Julia), and example usage on real data sets. While the book mostly uses R, it is meant to be equally accessible and useful to non-R programmers. Consumers of this book will have gained a solid foundation (and appreciation) for tree-based methods and how they can be used to solve practical problems and challenges data scientists often face in applied work. Features: Thorough coverage, from the ground up, of tree-based methods (e.g., CART, conditional inference trees, bagging, boosting, and random forests). A companion website containing additional supplementary material and the code to reproduce every example and figure in the book. A companion R package, called treemisc, which contains several data sets and functions used throughout the book (e.g., there’s an implementation of gradient tree boosting with LAD loss that shows how to perform the line search step by updating the terminal node estimates of a fitted rpart tree). Interesting examples that are of practical use; for example, how to construct partial dependence plots from a fitted model in Spark MLlib (using only Spark operations), or post-processing tree ensembles via the LASSO to reduce the number of trees while maintaining, or even improving performance.
Treewidth, Kernels, and Algorithms: Essays Dedicated to Hans L. Bodlaender on the Occasion of His 60th Birthday (Lecture Notes in Computer Science #12160)
by Fedor V. Fomin Stefan Kratsch Erik Jan van LeeuwenThis Festschrift was published in honor of Hans L. Bodlaender on the occasion of his 60th birthday. The 14 full and 5 short contributions included in this volume show the many transformative discoveries made by H.L. Bodlaender in the areas of graph algorithms, parameterized complexity, kernelization and combinatorial games. The papers are written by his former Ph.D. students and colleagues as well as by his former Ph.D. advisor, Jan van Leeuwen.
Trendology
by Chris KernsIn this, the first data-driven guide to real time marketing, Chris Kerns outlines the value of RTM via a comprehensive social data performance analysis. He lays out best practices for measuring RTM, injects a data-driven mindset into every step of its methodology, and shows how marketers can grow RTM into a daily win for brands across the globe.
Trends and Advancements of Image Processing and Its Applications (EAI/Springer Innovations in Communication and Computing)
by Prashant Johri Mario José Diván Ruqaiya Khanam Marcelo Marciszack Adrián WillThis book covers current technological innovations and applications in image processing, introducing analysis techniques and describing applications in remote sensing and manufacturing, among others. The authors include new concepts of color space transformation like color interpolation, among others. Also, the concept of Shearlet Transform and Wavelet Transform and their implementation are discussed. The authors include a perspective about concepts and techniques of remote sensing like image mining, geographical, and agricultural resources. The book also includes several applications of human organ biomedical image analysis. In addition, the principle of moving object detection and tracking — including recent trends in moving vehicles and ship detection – is described.Presents developments of current research in various areas of image processing;Includes applications of image processing in remote sensing, astronomy, and manufacturing;Pertains to researchers, academics, students, and practitioners in image processing.
Trends and Advances in Information Systems and Technologies: Volume 1 (Advances In Intelligent Systems And Computing #745)
by Hojjat Adeli Álvaro Rocha Luís Paulo Reis Sandra CostanzoThis book includes a selection of papers from the 2018 World Conference on Information Systems and Technologies (WorldCIST'18), held in Naples, Italy on March27-29, 2018. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and the challenges of modern information systems and technologies research together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Advances in Information Systems and Technologies: Volume 1 (Advances In Intelligent Systems And Computing #745)
by Hojjat Adeli Álvaro Rocha Luís Paulo Reis Sandra CostanzoThis book includes a selection of papers from the 2018 World Conference on Information Systems and Technologies (WorldCIST'18), held in Naples, Italy on March27-29, 2018. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and the challenges of modern information systems and technologies research together with their technological development and applications.The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Advances in Information Systems and Technologies: Volume 1 (Advances In Intelligent Systems And Computing #745)
by Hojjat Adeli Álvaro Rocha Luís Paulo Reis Sandra CostanzoThis book includes a selection of papers from the 2018 World Conference on Information Systems and Technologies (WorldCIST'18), held in Naples, Italy on March27-29, 2018. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and the challenges of modern information systems and technologies research together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Applications in Information Systems and Technologies: Volume 1 (Advances in Intelligent Systems and Computing #1365)
by Hojjat Adeli Álvaro Rocha Gintautas Dzemyda Fernando Moreira Ana Maria Ramalho CorreiaThis book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications.The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Applications in Information Systems and Technologies: Volume 2 (Advances in Intelligent Systems and Computing #1366)
by Hojjat Adeli Álvaro Rocha Gintautas Dzemyda Fernando Moreira Ana Maria Ramalho CorreiaThis book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Applications in Information Systems and Technologies: Volume 3 (Advances in Intelligent Systems and Computing #1367)
by Hojjat Adeli Álvaro Rocha Gintautas Dzemyda Fernando Moreira Ana Maria Ramalho CorreiaThis book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications.The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Applications in Information Systems and Technologies: Volume 4 (Advances in Intelligent Systems and Computing #1368)
by Hojjat Adeli Álvaro Rocha Gintautas Dzemyda Fernando Moreira Ana Maria Ramalho CorreiaThis book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications.The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.
Trends and Applications in Knowledge Discovery and Data Mining
by James Bailey Zhi-Hua Zhou Wen-Chih Peng Haixun Wang Vincent S. Tseng Tu Bao Ho Arbee L.P. ChenThis book constitutes the refereed proceedings at PAKDD Workshops 2014, held in conjunction with the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Tainan, Taiwan, in May 2014. The 73 revised papers presented were carefully reviewed and selected from 179 submissions. The workshops affiliated with PAKDD 2014 include: Data Analytics for Targeted Healthcare, DANTH; Data Mining and Decision Analytics for Public Health and Wellness, DMDA-Health; Biologically Inspired Data Mining Techniques, BDM; Mobile Data Management, Mining, and Computing on Social Networks, MobiSocial; Big Data Science and Engineering on E-Commerce, BigEC; Cloud Service Discovery, CloudSD; Mobile Sensing, Mining and Visualization for Human Behavior Inferences, MSMV-HBI; Scalable Dats Analytics: Theory and Algorithms, SDA; Algorithms for Large-Scale Information Processing in Knowledge Discovery, ALSIP; Data Mining in Social Networks, SocNet; Data Mining in Biomedical Informatics and Healthcare, DMBIH; and Pattern Mining and Application of Big Data, BigPMA.
Trends and Applications in Knowledge Discovery and Data Mining
by Zhi-Hua Zhou Xiao-Li Li Tru Cao Ee-Peng Lim Tu-Bao Ho David CheungThis book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vietnam, in May 2015. The 23 revised papers presented were carefully reviewed and selected from 57 submissions. The workshops affiliated with PAKDD 2015 include: Pattern Mining and Application of Big Data (BigPMA), Quality Issues, Measures of Interestingness and Evaluation of data mining models (QIMIE), Data Analytics for Evidence-based Healthcare (DAEBH), Vietnamese Language and Speech Processing (VLSP).
Trends and Applications in Knowledge Discovery and Data Mining
by Ee-Peng Lim Yang-Sae Moon U Kang Jeffrey Xu YuThis book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2017, held in conjunction with PAKDD, the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining in May 2017 in Jeju, South Korea. The 17 revised papers presented were carefully reviewed and selected from 38 submissions. The workshops affiliated with PAKDD 2017 include: Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Workshop on Biologically Inspired Data Mining Techniques (BDM), Pacific Asia Workshop on Intelligence and Security Informatics (PAISI), and Workshop on Data Mining in Business Process Management (DM-BPM).
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers (Lecture Notes in Computer Science #11154)
by Mohadeseh Ganji Lida Rashidi Benjamin C. Fung Can WangThis book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2018, held in conjunction with the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, in Melbourne, Australia, in June 2018. The 32 revised papers presented were carefully reviewed and selected from 46 submissions. The workshops affiliated with PAKDD 2018 include: Workshop on Big Data Analytics for Social Computing, BDASC, Australasian Workshop on Machine Learning for Cyber-security, ML4Cyber, Workshop on Biologically-inspired Techniques for Knowledge Discovery and Data Mining, BDM, Pacific Asia Workshop on Intelligence and Security Informatics, PAISI, and Workshop on Data Mining for Energy Modeling and Optimization, DaMEMO.
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14–17, 2019, Revised Selected Papers (Lecture Notes in Computer Science #11607)
by Leong Hou U. Hady W. LauwThis book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, in Macau, China, in April 2019.The 31 revised papers presented were carefully reviewed and selected from a total of 52 submissions. They stem from the following workshops: · PAISI 2019: 14th Pacific Asia Workshop on Intelligence and Security Informatics · WeL 2019: PAKDD 2019 Workshop on Weakly Supervised Learning: Progress and Future · LDRC 2019: PAKDD 2019 Workshop on Learning Data Representation for Clustering· BDM 2019: 8th Workshop on Biologically-inspired Techniques for Knowledge Discovery and Data Mining · DLKT 2019: 1st Pacific Asia Workshop on Deep Learning for Knowledge Transfer
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers (Lecture Notes in Computer Science #12237)
by Wei Lu Kenny Q. ZhuThis book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, Singapore, in May 2020. The 17 revised full papers presented were carefully reviewed and selected from a total of 50 submissions. The five workshops were as follows: · First International Workshop on Literature-Based Discovery (LBD 2020) · Workshop on Data Science for Fake News (DSFN 2020)· Learning Data Representation for Clustering (LDRC 2020)· Ninth Workshop on Biologically Inspired Techniques for Data Mining (BDM· 2020)· First Pacific Asia Workshop on Game Intelligence & Informatics (GII 2020)
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2021 Workshops, WSPA, MLMEIN, SDPRA, DARAI, and AI4EPT, Delhi, India, May 11, 2021 Proceedings (Lecture Notes in Computer Science #12705)
by Manish Gupta Ganesh RamakrishnanThis book constitutes the refereed proceedings of five workshops that were held in conjunction with the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2021, in Delhi, India, in May 2021. The 17 revised full papers presented were carefully reviewed and selected from a total of 39 submissions.. The five workshops were as follows: Workshop on Smart and Precise Agriculture (WSPA 2021) PAKDD 2021 Workshop on Machine Learning for Measurement Informatics (MLMEIN 2021) The First Workshop and Shared Task on Scope Detection of the Peer Review Articles (SDPRA 2021) The First International Workshop on Data Assessment and Readiness for AI (DARAI 2021) The First International Workshop on Artificial Intelligence for Enterprise Process Transformation (AI4EPT 2021)