# Option Trading Analytics ⎊ Area ⎊ Resource 1 --- ## What is the Analysis of Option Trading Analytics? Option Trading Analytics, within the cryptocurrency context, represents a multifaceted discipline focused on extracting actionable intelligence from options market data. It leverages quantitative techniques to assess pricing efficiency, identify arbitrage opportunities, and model risk exposures specific to crypto derivatives. Sophisticated analytical frameworks incorporate factors like volatility surfaces, liquidity dynamics, and correlation structures unique to digital assets, often extending beyond traditional financial markets. The goal is to inform trading strategies, optimize portfolio construction, and enhance risk management practices in this rapidly evolving landscape. ## What is the Algorithm of Option Trading Analytics? The algorithmic component of Option Trading Analytics involves developing and deploying automated trading systems tailored to crypto options. These algorithms utilize statistical models, machine learning techniques, and real-time market data to execute trades based on predefined rules and parameters. Backtesting and rigorous validation are crucial to ensure algorithmic robustness and profitability, accounting for the unique characteristics of crypto market microstructure, such as flash crashes and regulatory uncertainty. Effective algorithms must adapt to changing market conditions and incorporate risk management protocols to mitigate potential losses. ## What is the Risk of Option Trading Analytics? Risk management is paramount in Option Trading Analytics for cryptocurrency derivatives, given the inherent volatility and regulatory complexities. This involves quantifying and mitigating various risks, including market risk, liquidity risk, and counterparty risk, through techniques like delta hedging, vega hedging, and stress testing. Advanced risk models incorporate scenario analysis and extreme value theory to assess potential losses under adverse market conditions. Furthermore, robust risk governance frameworks are essential to ensure compliance with regulatory requirements and protect against systemic failures within the crypto options ecosystem. --- ## [DeFi Option Vaults](https://term.greeks.live/term/defi-option-vaults/) Meaning ⎊ DeFi Option Vaults automate option writing strategies, allowing users to generate passive yield by pooling capital to monetize market volatility. ⎊ Term ## [Decentralized Option Vaults](https://term.greeks.live/term/decentralized-option-vaults/) Meaning ⎊ Decentralized Option Vaults automate structured option selling strategies to monetize volatility risk premium and increase capital efficiency for decentralized finance users. ⎊ Term ## [Option Pricing Models](https://term.greeks.live/definition/option-pricing-models/) Mathematical frameworks calculating the fair value of derivative contracts based on asset price volatility and time factors. ⎊ Term ## [On-Chain Analytics](https://term.greeks.live/definition/on-chain-analytics/) The examination of public blockchain transaction data to derive insights into market trends, investor behavior, and network health. ⎊ Term ## [Option Vaults](https://term.greeks.live/term/option-vaults/) Meaning ⎊ Option Vaults automate options trading strategies by pooling assets to generate premium yield, abstracting away the complexities of managing option Greeks and execution timing for individual users. ⎊ Term ## [Option Pricing Theory](https://term.greeks.live/definition/option-pricing-theory/) The study of determining the fair value of options using mathematical models and market dynamics. ⎊ Term ## [Option Valuation](https://term.greeks.live/definition/option-valuation/) The process of calculating the fair market price of an option using various market inputs and mathematical models. ⎊ Term ## [Predictive Analytics](https://term.greeks.live/definition/predictive-analytics/) Using historical data and machine learning to estimate the probability of future market events and price trends. ⎊ Term ## [Option Premium Calculation](https://term.greeks.live/definition/option-premium-calculation/) The process of determining the cost of an option contract based on intrinsic and extrinsic value factors. ⎊ Term ## [Option Premiums](https://term.greeks.live/definition/option-premiums/) The upfront price paid by an option buyer to a seller for the right to trade an asset at a specific strike price. ⎊ Term ## [Option Writing](https://term.greeks.live/definition/option-writing/) The act of selling options to collect premiums while assuming the obligation to fulfill the contract if exercised. ⎊ Term ## [Short Call Option](https://term.greeks.live/term/short-call-option/) Meaning ⎊ A short call option obligates the writer to sell an asset at a set price, offering limited premium profit against potentially unlimited loss, making it a key instrument for risk transfer and yield generation in crypto markets. ⎊ Term ## [Predictive Risk Analytics](https://term.greeks.live/term/predictive-risk-analytics/) Meaning ⎊ Predictive Risk Analytics in crypto options quantifies systemic risk by modeling protocol physics, liquidity fragmentation, and volatility clustering to anticipate potential failures beyond standard market volatility. ⎊ Term ## [Option Greeks Sensitivity](https://term.greeks.live/definition/option-greeks-sensitivity/) Mathematical measures representing an option's price sensitivity to changes in underlying price, volatility, and time. ⎊ Term ## [Option Greeks Calculation](https://term.greeks.live/term/option-greeks-calculation/) Meaning ⎊ Option Greeks calculation quantifies a derivative's price sensitivity to market variables, providing essential risk parameters for managing exposure in highly volatile crypto markets. ⎊ Term ## [Real-Time Analytics](https://term.greeks.live/term/real-time-analytics/) Meaning ⎊ Real-Time Analytics provides continuous, high-fidelity data processing for immediate risk assessment and dynamic adjustment of collateral and pricing models in crypto options markets. ⎊ Term ## [Real-Time Risk Analytics](https://term.greeks.live/term/real-time-risk-analytics/) Meaning ⎊ Real-Time Risk Analytics continuously assesses portfolio exposure and protocol solvency to prevent cascading liquidations in decentralized derivatives markets. ⎊ Term ## [Option Writers](https://term.greeks.live/term/option-writers/) Meaning ⎊ Option writers provide market liquidity by accepting premium income in exchange for assuming the obligation to fulfill the terms of the derivatives contract. ⎊ Term ## [Predictive Analytics Integration](https://term.greeks.live/term/predictive-analytics-integration/) Meaning ⎊ Predictive analytics integration in crypto options synthesizes market microstructure and on-chain data to forecast systemic risk and optimize decentralized protocol stability. ⎊ Term ## [Option Spreads](https://term.greeks.live/term/option-spreads/) Meaning ⎊ Option spreads combine multiple option legs to create risk-defined positions that enhance capital efficiency and manage specific market exposures within decentralized systems. ⎊ Term ## [Short Option Position](https://term.greeks.live/term/short-option-position/) Meaning ⎊ A short option position is a high-risk strategy where the seller receives a premium in exchange for accepting the obligation to fulfill the contract, profiting from time decay and low volatility. ⎊ Term ## [Single Staking Option Vaults](https://term.greeks.live/term/single-staking-option-vaults/) Meaning ⎊ SSOVs are automated DeFi protocols that aggregate capital to generate yield by selling options, effectively monetizing volatility premium for passive asset holders. ⎊ Term ## [Predictive Analytics Execution](https://term.greeks.live/term/predictive-analytics-execution/) Meaning ⎊ Predictive Analytics Execution applies advanced statistical and machine learning models to crypto options data, automating high-frequency risk management and strategy adjustments. ⎊ Term ## [Short Option Writing](https://term.greeks.live/term/short-option-writing/) Meaning ⎊ Short option writing in crypto monetizes volatility by collecting premium in exchange for accepting an asymmetric risk profile, serving as a critical component for decentralized yield generation and market liquidity. ⎊ Term ## [Option Greeks Analysis](https://term.greeks.live/definition/option-greeks-analysis/) Mathematical calculation of an option's price sensitivity to market variables like price, time, and volatility. ⎊ Term ## [Machine Learning Risk Analytics](https://term.greeks.live/term/machine-learning-risk-analytics/) Meaning ⎊ Machine Learning Risk Analytics provides dynamic, data-driven risk modeling essential for managing non-linear volatility and systemic risk in crypto options. ⎊ Term ## [Option Greeks Delta Gamma](https://term.greeks.live/term/option-greeks-delta-gamma/) Meaning ⎊ Delta and Gamma are first- and second-order risk sensitivities essential for understanding options pricing and managing portfolio risk in volatile crypto markets. ⎊ Term ## [Non-Linear Option Payoffs](https://term.greeks.live/term/non-linear-option-payoffs/) Meaning ⎊ Non-linear option payoffs create asymmetric risk profiles, enabling precise risk transfer and complex financial engineering by decoupling value change from underlying price movement. ⎊ Term ## [Option Theta Decay](https://term.greeks.live/definition/option-theta-decay/) The progressive loss of an options contract value over time as it approaches its designated expiration date. ⎊ Term ## [Non-Linear Option Pricing](https://term.greeks.live/term/non-linear-option-pricing/) Meaning ⎊ Non-linear option pricing accounts for volatility clustering and fat tails, moving beyond traditional models to accurately value crypto derivatives and manage systemic risk. ⎊ Term --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Option Trading Analytics", "item": "https://term.greeks.live/area/option-trading-analytics/" }, { "@type": "ListItem", "position": 4, "name": "Resource 1", "item": "https://term.greeks.live/area/option-trading-analytics/resource/1/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Analysis of Option Trading Analytics?", "acceptedAnswer": { "@type": "Answer", "text": "Option Trading Analytics, within the cryptocurrency context, represents a multifaceted discipline focused on extracting actionable intelligence from options market data. 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The gauge features a glowing green ring and two pointers on a detailed, mechanical dial, set against a dark blue and light green chassis." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/real-time-risk-analytics/", "url": "https://term.greeks.live/term/real-time-risk-analytics/", "headline": "Real-Time Risk Analytics", "description": "Meaning ⎊ Real-Time Risk Analytics continuously assesses portfolio exposure and protocol solvency to prevent cascading liquidations in decentralized derivatives markets. ⎊ Term", "datePublished": "2025-12-16T11:13:26+00:00", "dateModified": "2025-12-16T11:13:26+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-perpetual-contracts-architecture-visualizing-real-time-automated-market-maker-data-flow.jpg", "width": 3850, "height": 2166, "caption": "An abstract, high-contrast image shows smooth, dark, flowing shapes with a reflective surface. A prominent green glowing light source is embedded within the lower right form, indicating a data point or status." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/option-writers/", "url": "https://term.greeks.live/term/option-writers/", "headline": "Option Writers", "description": "Meaning ⎊ Option writers provide market liquidity by accepting premium income in exchange for assuming the obligation to fulfill the terms of the derivatives contract. ⎊ Term", "datePublished": "2025-12-16T11:31:21+00:00", "dateModified": "2026-01-04T16:16:26+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interplay-of-financial-derivatives-and-implied-volatility-surfaces-visualizing-complex-adaptive-market-microstructure.jpg", "width": 3850, "height": 2166, "caption": "A close-up view of abstract, undulating forms composed of smooth, reflective surfaces in deep blue, cream, light green, and teal colors. The forms create a landscape of interconnected peaks and valleys, suggesting dynamic flow and movement." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/predictive-analytics-integration/", "url": "https://term.greeks.live/term/predictive-analytics-integration/", "headline": "Predictive Analytics Integration", "description": "Meaning ⎊ Predictive analytics integration in crypto options synthesizes market microstructure and on-chain data to forecast systemic risk and optimize decentralized protocol stability. ⎊ Term", "datePublished": "2025-12-17T08:48:58+00:00", "dateModified": "2025-12-17T08:48:58+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/intertwined-liquidity-streams-and-bullish-momentum-in-decentralized-structured-products-market-microstructure-analysis.jpg", "width": 3850, "height": 2166, "caption": "The abstract image displays a close-up view of multiple smooth, intertwined bands, primarily in shades of blue and green, set against a dark background. A vibrant green line runs along one of the green bands, illuminating its path." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/option-spreads/", "url": "https://term.greeks.live/term/option-spreads/", "headline": "Option Spreads", "description": "Meaning ⎊ Option spreads combine multiple option legs to create risk-defined positions that enhance capital efficiency and manage specific market exposures within decentralized systems. ⎊ Term", "datePublished": "2025-12-17T09:13:58+00:00", "dateModified": "2026-01-04T16:28:16+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-structured-products-mechanism-modeling-options-leverage-and-implied-volatility-dynamics.jpg", "width": 3850, "height": 2166, "caption": "The image displays an intricate mechanical assembly with interlocking components, featuring a dark blue, four-pronged piece interacting with a cream-colored piece. A bright green spur gear is mounted on a twisted shaft, while a light blue faceted cap finishes the assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/short-option-position/", "url": "https://term.greeks.live/term/short-option-position/", "headline": "Short Option Position", "description": "Meaning ⎊ A short option position is a high-risk strategy where the seller receives a premium in exchange for accepting the obligation to fulfill the contract, profiting from time decay and low volatility. ⎊ Term", "datePublished": "2025-12-17T09:14:58+00:00", "dateModified": "2025-12-17T09:14:58+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-complex-structured-products-in-defi-a-cross-chain-liquidity-and-options-protocol-stack.jpg", "width": 3850, "height": 2166, "caption": "This high-resolution 3D render displays a cylindrical, segmented object, presenting a disassembled view of its complex internal components. The layers are composed of various materials and colors, including dark blue, dark grey, and light cream, with a central core highlighted by a glowing neon green ring." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/single-staking-option-vaults/", "url": "https://term.greeks.live/term/single-staking-option-vaults/", "headline": "Single Staking Option Vaults", "description": "Meaning ⎊ SSOVs are automated DeFi protocols that aggregate capital to generate yield by selling options, effectively monetizing volatility premium for passive asset holders. ⎊ Term", "datePublished": "2025-12-17T10:04:15+00:00", "dateModified": "2025-12-17T10:04:15+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-autonomous-organization-tokenomics-protocol-execution-engine-collateralization-and-liquidity-provision-mechanism.jpg", "width": 3850, "height": 2166, "caption": "A high-magnification view captures a deep blue, smooth, abstract object featuring a prominent white circular ring and a bright green funnel-shaped inset. The composition emphasizes the layered, integrated nature of the components with a shallow depth of field." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/predictive-analytics-execution/", "url": "https://term.greeks.live/term/predictive-analytics-execution/", "headline": "Predictive Analytics Execution", "description": "Meaning ⎊ Predictive Analytics Execution applies advanced statistical and machine learning models to crypto options data, automating high-frequency risk management and strategy adjustments. ⎊ Term", "datePublished": "2025-12-17T10:22:24+00:00", "dateModified": "2025-12-17T10:22:24+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/automated-execution-layer-for-perpetual-swaps-and-synthetic-asset-generation-in-decentralized-finance.jpg", "width": 3850, "height": 2166, "caption": "The image shows a futuristic, stylized object with a dark blue housing, internal glowing blue lines, and a light blue component loaded into a mechanism. It features prominent bright green elements on the mechanism itself and the handle, set against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/short-option-writing/", "url": "https://term.greeks.live/term/short-option-writing/", "headline": "Short Option Writing", "description": "Meaning ⎊ Short option writing in crypto monetizes volatility by collecting premium in exchange for accepting an asymmetric risk profile, serving as a critical component for decentralized yield generation and market liquidity. ⎊ Term", "datePublished": "2025-12-19T08:40:09+00:00", "dateModified": "2025-12-19T08:40:09+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-high-frequency-trading-system-for-volatility-skew-and-options-payoff-structure-analysis.jpg", "width": 3850, "height": 2166, "caption": "A high-tech, dark blue object with a streamlined, angular shape is featured against a dark background. The object contains internal components, including a glowing green lens or sensor at one end, suggesting advanced functionality." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/option-greeks-analysis/", "url": "https://term.greeks.live/definition/option-greeks-analysis/", "headline": "Option Greeks Analysis", "description": "Mathematical calculation of an option's price sensitivity to market variables like price, time, and volatility. ⎊ Term", "datePublished": "2025-12-19T10:19:54+00:00", "dateModified": "2026-04-11T01:34:40+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-black-scholes-model-derivative-pricing-mechanics-for-high-frequency-quantitative-trading-transparency.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a dark, curved object with a precision cutaway revealing its internal mechanics. The cutaway section is illuminated by a vibrant green light, highlighting complex metallic gears and shafts within a sleek, futuristic design." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/machine-learning-risk-analytics/", "url": "https://term.greeks.live/term/machine-learning-risk-analytics/", "headline": "Machine Learning Risk Analytics", "description": "Meaning ⎊ Machine Learning Risk Analytics provides dynamic, data-driven risk modeling essential for managing non-linear volatility and systemic risk in crypto options. ⎊ Term", "datePublished": "2025-12-21T09:30:48+00:00", "dateModified": "2025-12-21T09:30:48+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-risk-management-algorithm-predictive-modeling-engine-for-options-market-volatility.jpg", "width": 3850, "height": 2166, "caption": "A futuristic device featuring a glowing green core and intricate mechanical components inside a cylindrical housing, set against a dark, minimalist background. The device's sleek, dark housing suggests advanced technology and precision engineering, mirroring the complexity of modern financial instruments." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/option-greeks-delta-gamma/", "url": "https://term.greeks.live/term/option-greeks-delta-gamma/", "headline": "Option Greeks Delta Gamma", "description": "Meaning ⎊ Delta and Gamma are first- and second-order risk sensitivities essential for understanding options pricing and managing portfolio risk in volatile crypto markets. ⎊ Term", "datePublished": "2025-12-21T10:42:20+00:00", "dateModified": "2025-12-21T10:42:20+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interacting-layers-of-collateralized-defi-primitives-and-continuous-options-trading-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A high-angle, close-up view presents an abstract design featuring multiple curved, parallel layers nested within a blue tray-like structure. The layers consist of a matte beige form, a glossy metallic green layer, and two darker blue forms, all flowing in a wavy pattern within the channel." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/non-linear-option-payoffs/", "url": "https://term.greeks.live/term/non-linear-option-payoffs/", "headline": "Non-Linear Option Payoffs", "description": "Meaning ⎊ Non-linear option payoffs create asymmetric risk profiles, enabling precise risk transfer and complex financial engineering by decoupling value change from underlying price movement. ⎊ Term", "datePublished": "2025-12-22T08:31:15+00:00", "dateModified": "2025-12-22T08:31:15+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interlocking-futures-and-options-liquidity-loops-representing-decentralized-finance-composability-architecture.jpg", "width": 3850, "height": 2166, "caption": "An intricate, abstract object featuring interlocking loops and glowing neon green highlights is displayed against a dark background. The structure, composed of matte grey, beige, and dark blue elements, suggests a complex, futuristic mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/option-theta-decay/", "url": "https://term.greeks.live/definition/option-theta-decay/", "headline": "Option Theta Decay", "description": "The progressive loss of an options contract value over time as it approaches its designated expiration date. ⎊ Term", "datePublished": "2025-12-22T10:18:18+00:00", "dateModified": "2026-04-02T02:38:47+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/analyzing-decentralized-finance-protocol-layers-for-cross-chain-interoperability-and-risk-management-strategies.jpg", "width": 3850, "height": 2166, "caption": "The abstract image displays a close-up view of a dark blue, curved structure revealing internal layers of white and green. The high-gloss finish highlights the smooth curves and distinct separation between the different colored components." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/non-linear-option-pricing/", "url": "https://term.greeks.live/term/non-linear-option-pricing/", "headline": "Non-Linear Option Pricing", "description": "Meaning ⎊ Non-linear option pricing accounts for volatility clustering and fat tails, moving beyond traditional models to accurately value crypto derivatives and manage systemic risk. ⎊ Term", "datePublished": "2025-12-23T08:07:30+00:00", "dateModified": "2025-12-23T08:07:30+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/non-linear-payoff-structure-of-derivative-contracts-and-dynamic-risk-mitigation-strategies-in-volatile-markets.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution technical rendering displays a flexible joint connecting two rigid dark blue cylindrical components. The central connector features a light-colored, concave element enclosing a complex, articulated metallic mechanism." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multi-layered-protocol-architecture-illustrating-collateralized-debt-positions-and-interoperability-in-defi-ecosystems.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/option-trading-analytics/resource/1/