Blockchain for Construction in the Post-COVID-19 Era Fan Xue Dept. of Real Estate and Construction, University of Hong Kong 7 November 2020, Taiyuan, China Outline 1 原理 Principles 2 案例 Cases 3 机遇 Opportunities Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 0.1 港大 iLab 实验室  HKU iLab 城市大数据实验室: The urban big data hub  Director: Prof. Wilson Lu 主任:吕伟生教授  Urban big data hub at Faculty of Architecture, HKU 港大建筑学院 iLabHKU  multi-dimensional and multi-disciplinary urban big data collection, storage, analysis, and presentation to inform decision-making in urban development fac.arch.hku.hk/iLab  Focusing on information technology (IT) o Building Information Modeling (BIM) o Geographical Information System (GIS) o Global Navigation Satellite System (GNSS) o Urban Remote Sensing (URS) o Internet of Things (IoT) o Blockchain (BC/DLT) 2020 New Year dinner Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 0.2 About myself 自我介绍  A mixed background 背景  BEng in Automation, CAUC  MSc in Computer Science, CAUC  PhD in System Engineering, HKPU  Engineering 工程 2004  ISE, CEM, EIE 2007  Computer Science 计算机 2012  AI, OR, ML, SE, DBA  PDF/RAP/AP in Construction IT  Research interests 方向  Economics 经济  SCM  Automation/IT in construction 智慧建造  Urban sensing and computing 城市计算  Applied operations research, ML, etc. 优化算法  Professional 专业协会  MACM, SMCGS, MIEEE, MHKGISA  Sec. ACM-HK, CM. CGS-BIM (appl.) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, Homepage 11 Novemberfor 2020, Taiyuan, China new updates (free full-texts) 0.2 My research projects 主持项目(约500万港币)  On-going 在研  Keywords 关键词  PI: HK RGC GRF/ECS (17201717, 17200218, 27200520), HKU (102009917, 201910159238)  BIM/ CIM/ DTB/ DTC  Co-PI: ITF (ITP/029/20LP), Key R&D Guangdong (2019B010151001), HKU PTF (102009741)  Co-I: NSFC General (71671156), NSSFC Key (17ZDA062), HK SPPR (S2018.A8.010.18S), HK ECF (111/2019)  Completed 完成  PI: HKU (201702159013, 201711159016, 201811159177), HKU-Tsinghua SPF (20300083), o 数字孪生城市  3D point cloud 三维点云  Derivative-free optimization (DFO)  Construction blockchain  Co-I: NSFC General (60472123), HK PPR (2018.A8.078.18D)  Job vacancy (1 PhD + 10 RAs openings) 职位空缺  RA/PhD (Web BIM, LoWaWAN/Nb-IoT hardware, Blockchain, software engineering), transferable to PhD (vision, rigor, & performance)  HK$200,000~400,000/year Sponsors of projects as PI/Co-PI Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China Section 1 原理 PRINCIPLES Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1 What is a blockchain? 定义、三要件  Blockchain 区块链  Linked-list-like incremental Block data storage systems o Saved distributed, identically on each “node” o Verified by “miners” for rejecting Bad o Each “solved” Block becomes immutable  Less related to Bitcoin 比特币, Ethereum 以太坊, DApp  Maturity level o Blockchain 1.0; 2.0; 3.0; 4.0 (?) … time 新瓶旧酒?鸡尾酒?  Three old components “wine” in any blockchain “bottle” Sects. 1.1, 2.1  Distributed storage (1970s) 分布式存储 Sect. 1.2  Consensus mechanisms (1990s) 共识 Sects. 2.2, 2.3  Cryptographic tools (1990s) / smart contract (1990s) 加密/合约 Root #n #2 Node #1 Diagram of a blockchain Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China (miners hidden) Block Bad 1.1 Distributed storage (1970s) 【1】分布式存储  In database management system (DBMS) domain, the 1970s contributed  New hardware o Hard disk computer 机械硬盘 o Solid State Disk (SSD) 1970 固态硬盘  New software o Relational DBMS o E.g., SQL/DS, SEQUEL, DB2 o Distributed data storage 分布式存储理论 o o Rosenkrantz et al. (1978) Hevner and Yao (1979) IBM System/38 (1978), specified database computer (Source: Wikipedia.org, Author: CarstenSchulz)  New data system: o Data warehouse Relational dataTaiyuan, tables (Source: Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, China Author) 1.2 PoW consensus 【2】工作量证明共识  Invented against Email spam (junk email)  Appeared in early 1990s  90+% world emails were spam by 2014  Reason 1: Spamming cost ~ 0;  Reason 2: Assuming-people-are-good Email protocols  Dwork & Naor (1992): ‘Proof of computational efforts’ 计算量证明  “If I don’t know you and you want to send me a message, then you must prove that you spent, say, ten seconds of CPU time, just for me and just for this message.” (Dwork et al. 2003)  Jakobsson & Juels (1999): ‘Proof of work’ 工作量证明  Where a prover demonstrates to a verifier that he has expended a certain level of computational effort in a specific time interval Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1.2 PoW consensus: On hard-to-solve, easy-tocheck math problems ——NPC问题  Sudoku puzzle 数独  Each column, each row, and each of the nine 3×3 grids o All nine digits (1-9)  Hard to solve, easy to check  Nondeterministic Polynomial time-Complete (NPC) when n > 3  And Max clique, Boolean satisfiability, Subset sum, …  NPC (数学/计算复杂度领域:NP完全问题)  And, e.g., hashcash PoW (Back 1997; 2002) 早期的“工作量证明”文献  PUBLIC: H(), k o k: difficulty  MINT: solving = O(2k) complexity  VALUE: checking = O(k) complexity Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1.2 PoW consensus: How it works  Proof of work (PoW) 工作量证明  A class of consensus  Sender / prover / miner side o Hard to solve (e.g., Soduko, hashing, …)  Server / verifier / node side o Easy to check  Examples 例子(红框的例子,可在中标麒麟Linux上测试) 1. Hashcash PoW (Back 1997; 2002) o X-Hashcash: 1:52:380119:calvin@comics.net:::9B760005E92F0DAE o $ echo -n 1:52:380119:calvin@comics.net:::9B760005E92F0DAE | openssl sha1 $ 0000000000000756af69e2ffbdb930261873cd71 ( correct; 13 hex (52 binary) 0s in <1us) 2. Email attaches a key to the Sudoku’s initialized by sender + content + Email time Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1.3 Nakamoto (2008)’s Bitcoin 【3】BTC数据加密  Bitcoin = BC 1.0 app 比特币=区块链1.0应用  Immutable 不可篡改  1 block = many transactions  1 trans = 1 sender + 1 receiver + amount  Anonymous 匿名  Hash “wallets” 区块 (平均10分钟一个,难度k调节) 1. 类“数独”的解 2. 链接到前一个块  Secure (and expensive) 可靠(浪费)  ~ 125EH/s (1.2 ×1020 H/s) computational power 3. Merkel树型 数据存储 汇款人 收款人 BTC  ~100TWh/year o 2× Google, 4× Ireland, or US$10B bill  Decentralized (pseudo?) (伪)分布式 But, > 65% in China, > 35% in Xinjiang (Gogo 2020)  Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 4. (全世界所有)比特币支付记录 1.3 Bitcoin’s consensus: 为啥“挖矿”能挣“钱”?  A “miner” is a prover 矿工:证明账单纪录 1. 放出新块(缺下图红框nonce)  Solves the hashcash PoW o Data content = trans + hash pointer o Return ‘nonce’ to server 2. 矿工解题“挖矿” 3. 验算答案  Receives reward as BTC  Server / node validator 服务器/客户验证 4. 给第一个正确矿工发一点币  Collects and packs transactions  Opens a puzzle for millions of machines o Flexible difficulty: every 10 mins per block  Awards the winner with 6.25 BTC (now)  The ledger (> 200 GB now) 总账单  Live on millions of devices (Space redundant) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1.3 PoW’s cons: 51% attack and more 并非100%安全  A malicious miner 恶意矿工  Tries to modify transactions o E.g., change his/her -100 BTC to 0 o (by US$1M goods for free)  Can succeed if > 50% computing power  Other cons 其他问题  Competitiveness between miners o Root cause of 51% attack o Too much energy cost  21 million hard cap BTC  Easy coins before 2010 o 97% bitcoins were held by 4% of addresses ofPost-COVID-19 those unregistered Xue, F. (2020). BlockchainoforRegardless Construction in the Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 1.4 Blockchain take-away 小结  Blockchain = a (distributed, encrypted, trustworthy) database 区块链 = 数据库  Some characteristics meet smart construction requirements  Immutability  Distributedness  Transparency  Security 要点: (1) 区块链不是“加密币”(2)“加密币”不是货币  Blockchain is not equal to “crypto-currency” (not currency)  Good medium of exchange  便于交易  Poor store of value  价值储蓄 o See the right picture  Inappropriate unit of account  信用的度量单位 o Countless new ‘coins’ (> 5,000 now) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 NovemberBitcoin 2020, Taiyuan, price China Section 2 案例 CASES Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.1 Case 1 案例1: Procurement 采购 (Yang et al. 2020)  Construction procurement 采购  Multiple parties, distributed  Having possible trust/compliance problems  Involving payment, quality assurance  Yang et al.’s (2020) example  Purchasing a distillation tower 买蒸馏塔  In five steps 五个步骤  Objective 目的  Blockchaining the procurement o E.g., “pay AU$ 30,100”  On Ethereum (Blockchain 2.0) as a 1.0 way Processing of purchasing construction equipment (Reprinted with permission) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.1 【1】Data storage 存储: From 2 to >1 million  Model mapping as a smart contact 流程建模  Modeled in “App server”  A “World state” computer in a Ethereum “virtual machine”  Data in the application layer (top left) 数据  Two parties  6 world states, 5 steps  On chain 链上 Two parties Data saved by >1M users, each user has one copy;  > 1M user (data copies)  ~ 30,000 similar smart contracts per day Buried in ~30,000 smart contracts/day Ethereum-based architecture (Reprinted with permission) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.1 ETH transactions 以太坊的交易建模  Each step is transformed  To a ETH transactions  ETH’s Transaction fee  ~HK$0.1 / step  ~HK$0.5 for each procurement  Note:  Payment was offline Procurement (Steps 4, 5) was transformed into Ethereum transactions with Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference(Reprinted - Youth Forum, 11 permission) November 2020, Taiyuan, China 3.2 Case 2 案例2 : Supply Chain 供应链 (Lu et al. 2020)  Cross-border construction supply chain 大湾区建筑业供应链  Trackability and traceability 可追踪性、可追查性  IoT 物联网  GPS/北斗等定位信号  Problems 问题  Unstable communication  Possible false signals  Lu et al.’s (2020) blockchain solution  smart construction objects (SCOs) enabled blockchain oracles (SCOs-BOs)  Smart contracts 四类智能合约 o Service, aggregator, oracle, and reputation (物联网驱动的全自动区块链) Source: (Lu et al. 2020) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.2 Smart contracts 智能合约组合(主链+分链)  Two on main chain 主链有2个智能合约  Service 服务 o Data inquiry  Aggregator 共识整合 o >51% SCOs for consensus  Two on side chains 分链有2个智能合约  Oracle 沟通者 o Unbiased randomization 无偏随机化  Reputation 声望 o Accumulated reputation over time 时序声望积累  Results: Two-chain secure of IoT locations consensus  Note: (Lu et al. 2020) is under review, citable Source: (Lu et al. 2020) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.3 Case 3 案例3: BIM changes BIM变更 (Xue & Lu, 2020)  Rome wasn’t built in a day; so wasn’t BIM. “BIM不是一天画成的” Xue & Lu (2020): 如果有个500M的BIM,每分钟的改 动的实质信息量不足文件的0.01%。 所以,没有必要每次交换整个BIM文 件;可以分离出改动量用区块链同步。 (BIM数据/语义复用问题) (a) Incremental in geometry, + non-geometric semantics (Ellis 2019) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. (b) The in 6thgeometric China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.3 Semantic differential transaction 语义差分记录  IFC (Industry Foundation Classes)  The best open BIM standard  STEP (Standard for the Exchange of Product Data) format Example IFC ISO-10303-21; HEADER; FILE_DESCRIPTION(('ViewDefinition [CoordinationView, …); FILE_NAME('example.ifc','2008-08-01T21:53:56',('Architect…); FILE_SCHEMA(('IFC2X3')); ENDSEC; DATA; #1=IFCOWNERHISTORY(#84,#71,$,.ADDED.,$,$,$,1217620436); #2=IFCAXIS2PLACEMENT3D(#11,#4,#8); #3=IFCCARTESIANPOINT((0.0,0.0)); #4=IFCDIRECTION((0.0,0.0,1.0)); #5=IFCGEOMETRICREPRESENTATIONCONTEXT($,'Model',3,1.0E-5,#75,$); #6=IFCWALLSTANDARDCASE('3vB2YO$MX4xv5uCqZZG05x',#1,'Wall …); #7=IFCWINDOW('0LV8Pid0X3IA3jJLVDPidY',#1,'Window xyz’,’…); #8=IFCDIRECTION((1.0,0.0,0.0)); #9=IFCOPENINGELEMENT('2LcE70iQb51PEZynawyvuT',#1,'Opening …); #10=IFCCARTESIANPOINT((0.75,0.0)); # 11 =IFCCARTESIANPOINT((0.0,0.0,0.0)); #12=IFCCARTESIANPOINT((0.0,0.3)); #13=IFCORGANIZATION($,'TNO','TNO Building Innovation',$,$); #14=IFCPROPERTYSINGLEVALUE('AcousticRating','AcousticRating’,…); #15=IFCPROPERTYSINGLEVALUE('Reference','Reference',IFCTEXT(''),$); #16=IFCPROPERTYSINGLEVALUE('FireRating','FireRating',IFCTEXT(''),$); #17=IFCPROPERTYSINGLEVALUE('IsExternal','IsExternal',IFCBOOLEAN(.T.),$); #18=IFCPROPERTYSINGLEVALUE('ThermalTransmittance’,…); #19=IFCQUANTITYLENGTH('Height','Height',$,1.4); #20=IFCQUANTITYLENGTH('Width','Width',$,0.75); #21=IFCLOCALPLACEMENT($,#2); #22=IFCBUILDING('0yf_M5JZv9QQXly4dq_zvI',#1,'Sample Building’,…); #23=IFCBUILDINGSTOREY('0C87kaqBXF$xpGmTZ7zxN$',#1,…); #24=IFCLOCALPLACEMENT(#21,#2); … END-ISO-10303-21; Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China  Clear, [hardly] readable  But massive, involving many random global IDs  Our in-house program for the SDTs. 语义差分记录 主要任务1: 清除随机ID 干扰 主要任务2:计算最小变化量 (Xue & Lu 2020) 3.3 SDT tests 举例  Changing a window’s size 操作:窗口变宽一点 Input IFC (7.4KB each) Item Size (KB) Time (s) SH?* Output Line-by-line file comparison 1.00 0.041  6 changed lines: The proposed SDT 0.36 0.003  4 changed properties: IFCXML (32.9KB each) Size (KB) Time (s) SH?* Output 0.56 0.042  6 changed lines: 0.89 1. 墙面改变 0.012 2. 空缺改变  6 changed properties: 3. 窗组件改变 Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIMsemantic Conference - Youth Forum, 11 November 2020, Taiyuan, China *: With hierarchies? IFC改变: 3.2 BIM change contract 变更合约  BIM change contract (BCC)变更合约  BCCt: All BIM changes at time t o BCCi = ⊕n σi o Note: ⊕ is the simplest operation for proof-of- concept  A BIM can be created from the model at t - 1 and changes at t o ifct = ifct-1 + BCCt.  BIM at any time can be recovered from base BIM and the chained BCCs o ifct = ifc0 + Σt BCCi.  Data storage 数据存储  Permissioned nodes (stakeholders), not public Permissioned blockchain architecture (Reprinted with permission) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.3 Another test case 大一点的例子 (Xue & Lu, 2020)  Autodesk Revit 2018’s sample BIM (a modern villa, 27.4 MB in IFC)  Sequential / simultaneous roof window changes  By two BIM users, from t = 0 to 4  t2 → t3: Simultaneous changes by two users A test case Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China (Reprinted with permission) 3.3 SDT/BCC results 测试结果  t2 → t3 前一页的红圈步骤  User A: Added a roof window o σA = top left block  User B: Added text comments to another window o σB = bottom left block  BCC as the conflict-free merge  BCC = right block  BCC is efficient (<0.02%) Combining SDTs to BCC at t2 → t3 (Reprinted with permission) Line-by-line file comparison The proposed BCC/SDT Size (KB) Time Size Interop. SDT SH?# (lines) (s)* (KB) time (s)* time (s)*  IFC t2→ t3 54,700 0.789  (27.4MB (Arch.) (533,923) 3.45 6.681 0.463   each) t2→ t3 53,900 0.756 (Client) (514,192) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China  3.37KB out of 27.4MB IFC Input Change SH?# 0.79s Good for blockchaining  3.3 SDT/BCC application 1 应用场景1  Fraud detection 欺诈检测  On a simplest blockchain  Web-based  Easy nonce  Visualized blocks o Green = verified; red = wrong / hacked  BIM was immutable from  claiming false authorships,  destroying evidence, or  being hacked, etc. Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China Section 3 机遇 OPPORTUNITIES Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.1 Smart construction 智慧建造  Construction is known as a “backward industry”  Low productivity, labor-intensive (v.s. aging workers)  Fatality, occupational hazards, management (e.g., cost overrun)  A consensus of global research institutes (e.g., Harty et al., 2007)  Effective (productive, automatic, age friendly) and efficient (safer, profitable, on-time, sustainable) industry  Construction smartization with new Information Tech.  Computing power  New data, e.g., RFID, LiDAR, GPS, UAV, smart phones, …  New technologies, e.g., BIM, GIS, CV, VR/AR, blockchain, … USA’s gross value-added by sectors source: economist.com  13部委:《关于推动智能建造与建筑工业化协同发展的指导意见》(建市〔2020〕60号)  9部委:《关于加快新型建筑工业化发展的若干意见》(建标规〔2020〕8号) Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.1 The COVID-19 outbreak 新冠冲击  COVID-19 impacted and perhaps will change for ever 新冠影响了,并可能永久改变  Construction collaboration  Construction procurement  Construction supply chain  BIM-based project collaboration  Etc. 概率密度  The silver lining 乐观方面  Promoting new technologies (Agarwal et al. 2020) o Cloud meeting (face-to-face) o Remote working (office teamwork) o Distributed collaboration (traditional) Rogers’s (1962) diffusion of innovations model Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.2 A new distributed norm ? BC=分布式新范式?  Multi-stage construction life cycle  Architectural design  Engineering design  Construction  Operation & maintenance  Demolition  Many stakeholders  Even more decision makers, professionals  Teaming  Coordination Collaboration 挑战  Challenges ahead of blockchain collaboration?  Spatially and Temporally  Semi-controlled working environment Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.3 Discussion  Existing blockchain applications for smart construction  Works, e.g., blockchaining SCM and BIM changes  but preliminary and infantile  The characteristics of blockchain are appropriate for construction  Immutability, transparency, security (e.g., no data loss)  Challenges ahead  Culture, regulation, governance  Cost and efficiency (e.g., not widely used to fight spams)  Security (e.g., business secrets, privacy) o Channel 透明度问题 加密数据频道  Understanding and acceptance Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China 3.4 Recruitment for a new project  [World first] “BIM Square”: Blockchain and i-Core-enabled Multi-stakeholder Building Information Modelling Platform for Construction Logistics and Supply Chain Management in Hong Kong. HKITC ITF ($10.36 million)  基于区块链、建筑信息模型及物联网的面向香港建造业多持份者的物流及供应 链管理平台研发(暂译) 【1036万港币,全球第一个同类科研】  1 RA/PhD: LoRaWAN / Nb-IoT 硬件、通讯、Oracle分链共识和协议  3 RA/PhD: 3D模块装配式建筑:1物流、2品控、3工地DT调度  1 RA/PhD: 面向建筑行业的区块链(3.0, 4.0)理论、架构、实现  1 RA/PhD: 联邦主链云服务、Web BIM、手机App、插件等  1 RA/PhD: IFC语义研究、Open BIM理论和算法  欢迎传播,意向请联系:李骁博士 < 电邮 xli1991@hku.hk > 恰饭时间 Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China References                    [1] Agarwal, S., Punn, N. S., Sonbhadra, S. K., Nagabhushan, P., Pandian, K. K. & Saxena, P. (2020). Unleashing the power of disruptive and emerging technologies amid COVID 2019: A detailed review. arXiv Preprint, 2005.11507. [2] Back A. (1997). Hashcash. http://www.cypherspace.org/hashcash/ [3] Back A. (2002). Hashcash—A Denial of Service Counter-Measure. http://www.hashcash.org/hashcash.pdf [4] Brambilla, G., Amoretti, M., & Zanichelli, F. (2016). 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A semantic differential transaction approach to minimizing information redundancy for BIM and blockchain integration. Automation in Construction, 118, 103270. [17] Xue, F., Guo, H., & Lu, W. (2020). Digital twinning construction objects: Lessons learned from pose estimation methods. In The Joint Conference ICCCBE and CIB W78 2020. [18] Xue, J., Shen, G.Q., Yang, R.J., Wu, H., Li, X., Lin, X., & Xue, F. (2020). Mapping the knowledge domain of stakeholder perspective studies in construction projects: A bibliometric approach. International Journal of Project Management 38 (6), 313-326. [19] Yang, R., Wakefield, R., Lyu, S., Jayasuriya, S., Han, F., Yi, X., ... & Chen, S. (2020). Public and private blockchain in construction business process and information integration. Automation in Construction, 118, 103276. Xue, F. (2020). Blockchain for Construction in the Post-COVID-19 Era. The 6th China BIM Conference - Youth Forum, 11 November 2020, Taiyuan, China If you want to go fast, go alone. If you want to go far, go together. — African proverb非洲谚语 感谢!欢迎提问 个人主页