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Lehigh - CSE - 450
Chapter 6: Link AnalysisMost slides courtesy Bing LiuRoad map Introduction Social network analysis Co-citation and bibliographic coupling PageRank HITS Summary2IntroductionEarly search engines mainly compare content similarity of t
Arizona - PHYS - 241
Chapter 4 Solutions*4.1 x(m) 0 3000 1270 4270 m (a) y(m) 3600 0 1270 2330 m x2 + y2Net displacement == 4.87 km at 28.6 S of W (b) Average speed = (20.0 m/s)(180 s) + (25.0 m/s)(120 s) + (30.0 m/s)(60.0 s) (180 s + 120 s + 60.0 s)= 23.3 m
Lehigh - CSE - 450
CSE 450 Web Mining Seminar CSE W b Mi i S i Jian WangRoadmap dAnalysis of User Behavior A l i f U B h iAnalysis of Implicit Feedback Learning Ranking Functions Conclusion and Future WorkReference: Accurately Interpreting Clickthrough Dat
Lehigh - CSE - 450
by Hao Chen, Susan Dumais by Hao Chen Susan Dumais cse 450: Web Mining Seminar Jian WangABSTRACT & INTRODUCTIONA user interface that organizes Web search results into hierarchical lt i t hi hi l categories. Two main componentsA text classi
Arizona - PHYS - 241
Chapter 5 Solutions*5.1For the same force F, acting on different masses F = m1a1 (a) (b) and F = m2a2m 1 a2 1 = = m2 a 1 3 F = (m1 + m2)a = 4m1a = m1(3.00 m/s2) a = 0.750 m/s2*5.2F = 10.0 N, m = 2.00 kg (a) (b) (c) a= F 10.0 N = = 5.00 m/s2
Lehigh - CSE - 450
CSE 450 Web Mining Seminar CSE W b Mi i S i Jian WangIntroductionExtractbased generic Webpage summarization To utilize extra knowledge to improve Webpage summarization, i.e., clickthrough dataset summari ation i e clickthrough dataset To bui
Lehigh - CSE - 450
A TAXONOMY OF JAVASCRIPT REDIRECTION SPAMKumar Chellapilla, Alexey Maykov Microsoft Live Labs AIRWeb 2007CSE 450 Web Mining Seminar Presented by Liangjie Hong Feb 20th, 20081BACKGROUND & INTRODUCTIONWhat is Spam?Any deliberate human actio
Arizona - PHYS - 241
Chapter 6 Solutions6.1 (a) 200 m = 8.00 m/s Average speed = v = 25.0 s F= mv2 200 m where r = = 31.8 m r 2 (1.50 kg)(8.00 m/s)2 = 3.02 N 31.8 m(b)F= 6.2 (a)Fx = ma x T= mv2 55.0 kg (4.00 m/s)2 = = 1100 N r 0.800 m than her weight by(b)The
Lehigh - CSE - 450
Web Usage Mining: An OverviewLin Lin Department of Management Lehigh University Jan. 30thAgenda Web Usage Mining: Definition Research Issues in Web Usage Mining Current Research in Web Usage Mining Going ForwardWeb Usage Mining: A Definition
Arizona - PHYS - 241
Chapter 7 Solutions*7.1 *7.2W = Fd = (5000 N)(3.00 km) = 15.0 MJ The component of force along the direction of motion is F cos = (35.0 N) cos 25.0 = 31.7 N The work done by this force is W = (F cos )d = (31.7 N)(50.0 m) = 1.59 103 J7.3(a) (
Lehigh - CSE - 450
Eric J. Glover1, Kostas Tsioutsiouliklis1,2, Steve Lawrence1, David M. Pennock1, Gary W. Flake1International World Wide Web Conference, 2002Presented by Zaihan Yang CSE Web MiningIntroduction Aim Classification of web pages Description of web
Lehigh - CSE - 450
PrefaceThe rapid growth of the Web in the last decade makes it the largest publicly accessible data source in the world. Web mining aims to discover useful information or knowledge from Web hyperlinks, page contents, and usage logs. Based on the pr
Arizona - PHYS - 241
Chapter 8 Solutions*8.1(a)With our choice for the zero level for potential energy at point B, UB = 0 . At point A, the potential energy is given by UA = mgy where y is the vertical height above zero level. With 135 ft = 41.1 m this height is fo
Lehigh - CSE - 450
Navigation-Aided RetrievalShashank Pandit and Christopher OlstonyPresentation by Yang Yu CSE 450 Web Data MiningOutline Introduction Related Work System Model Prototype System Evaluation Summary & Future WorkIntroduction Background reas
Lehigh - CSE - 450
Ziv Bar-Yossef, Idit Keidar, Uri Schonfeld WWW'07 CSE 450 Web Mining Presented by Zaihan YangIntroduction & ContributionPropose a novel algorithm DustBuster for uncovering DUST.Discover DUST rules from a URL listMainly focus on the substring sub
Arizona - PHYS - 241
8.38(a)The mass moves down distance 1.20 m + x. Choose y = 0 at its lower point. Ki + Ugi + Usi + E = Kf + Ugf + Usf 0 + mgyi + 0 + 0 = 0 + 0 + 1 2 kx 2 1 (320 N/m) x2 2(1.50 kg)9.80 m/s2 (1.20 m + x) =0 = (160 N/m)x2 (14.7 N)x 17.6 J x= x=
Lehigh - CSE - 450
Enhanced Web Page ClassificationXiaoguang Qi Background Utilizing features of neighbors Using fielded featuresProblem definition Classification A set of labeled data is used to train a classifier which can be applied to label future example
Arizona - PHYS - 241
Chapter 9 Solutions9.1m = 3.00 kg, v = (3.00i 4.00j) m/s (a) p = mv = (9.00i 12.0j) kg m/s Thus, px = 9.00 kg m/s and py = 12.0 kg m/s (b) p= p x + py =2 2(9.00)2 + (12.0)2 = 15.0 kg m/s = tan1 (py/px) = tan1 (1.33) = 307*9.2 (a) (b)
Lehigh - IE - 426
6 8 214 5 6 1 7 6 3 1 4 26 7 5 7 5 6 89
Arizona - PHYS - 241
Chapter 10 Solutions i 12.0 rad/s = = 4.00 rad/s2 t 3.00 s1 2 1 t = (4.00 rad/s2)(3.00 s) 2 = 18.0 rad 2 210.1(a) =(b) = it + (a) = (b) = *10.310.22 rad 1 day 1 h = 1.99 107 rad/s 365 days 24 h 3600 s 2 rad 1 day 1 h = 2.65 106
Lehigh - IE - 426
6 8 2 8 6 7 5 7 41 34 5 651 4 7 3 9 1 4 2 2 5 6 8 9 7 6
Lehigh - IE - 426
Scenario Mean Stdev Buy Optimal q c r 100 30 100 85 0.7 0.5 0.05YOUR CHOICE OPTIMAL Demand Sell Salvage Profit Sell Salvage 1 121 100 0 70 85 0 2 71 71 29 51.15 71 14 3 110 100 0 70 85 0 67 67 33 48.55 67 18 59 59 41 43.35 59 26 51 51 49 38.15 51 3
Arizona - PHYS - 241
Chapter 11 Solutions11.1( a ) Ktrans =1 1 mv2 = (10.0 kg)(10.0 m/s) 2 = 500 J 2 2(b) Krot =1 1 1 v2 1 I2 = mv 2 2 = (10.0 kg)(10.0 m/s) 2 = 250 J 2 2 2 r 4 (c) 11.2 K=Ktotal = Ktrans + Krot = 750 J 1 1 I 2 + mv2 2 2 1 4.00 m/s 2 1
Lehigh - IE - 426
Informal Homework SurveySeptember 14, 2006Please answer the following questions. This is an anonymous survey, but even if it wasn't, I wouldn't hold your answers against you.DifficultyOn a scale of 1-10, with a 10 being "I hate you. Why are you
Lehigh - IE - 426
IE426 Course Survey-Quiz #0Name:email:BackgroundMathematicsMathematicians are like Frenchmen: whatever you say to them they translate into their own language and forthwith it is something entirely different." -Johann Wolfgang von Goethe Please
Arizona - PHYS - 241
Chapter 12 Solutions12.1To hold the bat in equilibrium, the player must exert both a force and a torque on the bat to make Fx = Fy = 0 and = 0F 0.600 mFy = 0 F 10.0 N = 0, or the player must exert a net upward force of F = 10.0 N To satisf
Lehigh - IE - 426
IE 426 Case Study Integer Programming1Wireless Capacity Expansion PlanningNote: This is a real consulting problem. The names have been changed to protect the innocent. Prof. Linderoth will be acting as the client. You have been contracted by a
Lehigh - IE - 426
IE 426 Case Study #3 Stochastic ProgrammingDue Date: December 16, 20061Networks for Private Line ServicesThe RoaDMaP Corporation is in the business of providing telecommunication services. We are going to build a planning model for the priva
Arizona - PHYS - 241
Chapter 12 Solutions12.51 Choosing torques about R, with = 0, L 2L (350 N) + (T sin 12.0) (200 N)L = 0 2 31Ry Rx T 12.0From which, T = 2.71 kN350 N200 NLet Rx = compression force along spine, and from Fx = 0, Rx = Tx = T cos 12.0 = 2.
Lehigh - IE - 426
Optimization ModelsDraft of August 26, 2005III. Beyond Linear OptimizationRobert FourerDepartment of Industrial Engineering and Management Sciences Northwestern University Evanston, Illinois 60208-3119, U.S.A. (847) 491-31514er@iems.northwest
Arizona - PHYS - 241
Chapter 13 Solutionsx = (4.00 m) cos (3.00t + ) Compare this with x = A cos (t + ) to find ( a ) = 2f = 3.00 or f = 1.50 Hz (b) A = 4.00 m (c) T= 1 = 0.667 s f13.1 = rad(d) x(t = 0.250 s) = (4.00 m) cos (1.75) = 2.83 m 13.2 ( a ) Since the c
Lehigh - IE - 426
e P D 9 D 6 1ucbU g 2Vq2V2Q2tbQ1qYCVo152CA tsTquhdT21&Vy2V12' Xd CsqD v IU D 8 8 IU v I 8 0 R IU 8 w D 8 ( 8 D I % (U 0 rU 0 P 6 % % 6 8 0 R (U ( I %U R ( 8 g e D %F 8 r I 8D 8F 8 8 R 9 GU R3 ' 8 0 g e 1)b1V2)2CX Xd VCnqQcbcd21foW
Waterloo - CHE - 101
3.2 ENERGY BALANCES ON NON-REACTIVE SYSTEMSWe will now investigate methods to estimate specific internal energy and enthalpy changes when tables of those properties are not available. We will focus on on-reactive systems including situations where t
Lehigh - IE - 426
Optimization ModelsDraft of August 26, 2005I. Formulating an Optimization Model: An Introductory ExampleRobert FourerDepartment of Industrial Engineering and Management Sciences Northwestern University Evanston, Illinois 60208-3119, U.S.A. (84
Arizona - PHYS - 241
Chapter 14 Solutions*14.1 For two 70.0-kg persons, modeled as spheres, Fg = 14.2 (a) Gm1m2 (6.67 1011 N m2/kg2)(70.0 kg)(70.0 kg) = = ~ 10 7 N r2 (2.00 m)2At the midpoint between the two masses, the forces exerted by the 200-kg and 500-kg Gm1m2
Lehigh - IE - 426
Optimization ModelsDraft of August 26, 2005II. Elementary Linear Optimization ModelsRobert FourerDepartment of Industrial Engineering and Management Sciences Northwestern University Evanston, Illinois 60208-3119, U.S.A. (847) 491-31514er@iems
Lehigh - IE - 426
461. Introduction and Examples While weather effects do no~ vary greatly over 25-year periods, fire damage can be quite variable. Assume that in each 25-year block, the probability is 1/3 that 15% of all timber stands are destroyed and that the pro
Arizona - PHYS - 241
Chapter 15 Solutions15.14 M = ironV = (7860 kg/m3) (0.0150 m)3 3 M = 0.111 kg15.2The density of the nucleus is of the same order of magnitude as that of one proton, according to the assumption of close packing:=m 1.67 1027 kg ~ 4 ~ 10
Lehigh - IE - 426
1Introduction and Ex~mples.,.fJ.",':;1-"q.; 'i "I1J )1.1 >Iinil, l'.'<'!.This chapter presents stochastic progt8.InrQing examples from aareas with wide applicationin stochastic progrsunmi"g.These examPk!S~.~ intended
Waterloo - CHE - 101
CHE 101: Chemical Engineering Concepts 2Processes Involving Phase Change + Energy BalancesCLASS NOTES1. IntroductionQuestion 1: What are chemical engineers? What do they do? How are they different from chemists?Answers:Question 2: Answers:
Lehigh - CSE - 342
CSE342: Fundamentals of InternetworkingInstructor: Prof. Brian D. DavisonHH Hdavison@cse.lehigh.edu http:/www.cse.lehigh.e du/~brian/Students: Little or no networking background Can program in C/C+Have taken CSE109/411 Juniors/Seniors/
Arizona - PHYS - 241
Chapter 16 Solutions16.1 Replace x by x vt = x 4.5t to get y = 16.2y (cm) y (cm) y (cm) 66 [(x 4.5t)2 + 3]444t=2s2 t=1s2 t = 1.5 s2x0 y (cm) 2 6 10 14 0 y (cm) 2 6 10 14x0 2 6 10 14x44 t = 2.5 s 2 t=3s2x0 2 6 10
Arizona - PHYS - 241
Chapter 17 SolutionsSince vlight > vsound, d (343 m/s)(16.2 s) = 5.56 km17.1Goal Solution G: There is a common rule of thumb that lightning is about a mile away for every 5 seconds of delay between the flash and thunder (or ~3 s/km). Therefore,
Lehigh - CSE - 342
Chapter 8 Network SecurityA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide con
Lehigh - CSE - 342
Chapter 4 Network LayerA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide conten
Lehigh - CSE - 342
Chapter 3 Transport LayerA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide cont
Arizona - PHYS - 241
Chapter 18 Solutions18.1 The resultant wave function has the form y = 2A0 cos (a) sin kx t + 2 2( /4) = 2(5.00) cos = 9.24 m 2 2 A = 2A0 cos f=(b) *18.21200 = = 600 Hz 2 2We write the second wave function as y2 = A sin(kx t
Waterloo - CHE - 101
2.2.4 Multi-Component Phase EquilibriumApplictions and processes: > Distillation >Any other separation technique >Absorbers/strippersPreviously we have focused on system with only one pure component or only one condensable component. Now we will
Lehigh - CSE - 342
Chapter 6 Wireless and Mobile NetworksA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) an
Arizona - PHYS - 241
Chapter 19 Solutions*19.1 (a) To convert from Fahrenheit to Celsius, we use TC = 5 5 (T 32.0) = (98.6 32.0) = 37.0C 9 F 9and the Kelvin temperature is found as T = TC + 273 = 310 K (b) In a fashion identical to that used in (a), we find TC = 20.
Lehigh - CSE - 342
Chapter 8 Network SecurityA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide con
Lehigh - CSE - 342
Chapter 7 Multimedia NetworkingA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slid
Arizona - PHYS - 241
Chapter 20 Solutions20.1 Taking m = 1.00 kg, we have Ug = mgh = (1.00 kg)(9.80 m/s2)(50.0 m) = 490 J But Ug = Q = mcT = (1.00 kg)(4186 J/kg C)T = 490 J Tf = Ti + T = (10.0 + 0.117)C so T = 0.117 CGoal Solution G: Water has a high specific heat, s
Lehigh - CSE - 342
Chapter 3 Transport LayerA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide cont
Waterloo - CHE - 101
2.3.6 NON IDEAL LIQUID-LIQUID OR LIQUID-GAS SYSTEMS Thought question: Is it better to store opened pop inside a fridge or on the counter? RAOULTS AND HENRY'S LAWS Concepts and Definition Raoult's Law:PAy A PTx A p * (T ) APa = partial pressur
Lehigh - CSE - 342
Chapter 5 Link Layer and LANsA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide
Arizona - PHYS - 241
Chapter 21 Solutions*21.1 One mole of helium contains Avogadro's number of molecules and has a mass of 4.00 g. Let us call m the mass of one atom, and we have NAm = 4.00 g/mol or m= 4.00 g/mol = 6.64 1024 g/molecule 6.02 1023 molecules/molm = 6.
Lehigh - CSE - 342
Chapter 4 Network LayerA note on the use of these ppt slides:We're making these slides freely available to all (faculty, students, readers). They're in PowerPoint form so you can add, modify, and delete slides (including this one) and slide conten
Arizona - PHYS - 241
Chapter 22 SolutionsW 25.0 J = = 0.0694 Qh 360 J22.1(a) (b)e=or6.94%Qc = Qh W = 360 J 25.0 J = 335 J e= W W 1 = = = 0.333 Q h 3W 3 or 33.3%22.2(a) (b)Qc = Qh W = 3W W = 2W Therefore, Q c 2W 2 = = Q h 3W 3 Qh Qc Qc W = =1 = 0.2